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CS Colloquium: Ian Miers (Cornell Tech) - Cryptography in context: Bitcoin, breaches, and security in the real world
Mon, Apr 01, 2019 @ 11:00 AM - 12:00 PM
Thomas Lord Department of Computer Science
Conferences, Lectures, & Seminars
Speaker: Ian Miers, Cornell Tech
Talk Title: Cryptography in context: Bitcoin, breaches, and security in the real world
Series: CS Colloquium
Abstract: This talk will cover the design, implementation, and deployment of new cryptography to solve security issues that arise in real-world applications. Providing security for practically-deployed systems requires a new approach to cryptography, one that begins with the context in which cryptographic protocols will be used and reasons backwards in order to obtain the necessary security properties. This talk will cover two examples of this approach. First, I will take a detailed look at confidentiality for payments and how to solve the privacy failures of blockchain protocols such as Bitcoin. I will detail the design, implementation, and commercial deployment of Zcash, the first system to offer confidentiality while preserving public verifiability for cryptocurrencies. Next, I will explore cryptography in the context of securing data against breaches, considering the reality that attackers will gain access to cryptographic key material --- thus rendering traditional encryption ineffective. I will show how to use new applications of puncturable encryption to address these vulnerabilities for messaging and device encryption.
This lecture satisfies requirements for CSCI 591: Research Colloquium
Biography: Ian Miers is a postdoctoral researcher at Cornell Tech working on computer security and applied cryptography. His research focuses on making systems secure by exploring cryptography in the context of real world problems. This includes Zerocoin and Zerocash, the first systems to provide strongly confidential payments on top of public blockchains and work improving secure messaging including attacks on Apple's iMessage protocol and new techniques for puncturable forward secure encryption. His work has been featured in The Washington Post, The New York Times, The Economist, and denounced in at least two editorials. He is one of the founders of Zcash, a privacy preserving cryptocurrency based on Zerocash.
Host: Muhammad Naveed
Location: Ronald Tutor Hall of Engineering (RTH) - 115
Audiences: Everyone Is Invited
Contact: Assistant to CS chair
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CS Colloquium: Xinyu Wang (UT Austin) - A unified program synthesis framework for automating end-user programming tasks
Tue, Apr 02, 2019 @ 11:00 AM - 12:00 PM
Thomas Lord Department of Computer Science
Conferences, Lectures, & Seminars
Speaker: Xinyu Wang, UT Austing
Talk Title: A unified program synthesis framework for automating end-user programming tasks
Series: CS Colloquium
Abstract: Programming has started to become an essential skill for an increasing number of people, including novices without formal programming background. As a result, there is an increasing need for technology that can provide basic programming support to such non-expert computer end-users. Program synthesis, as a technique for automatically generating programs from high-level specifications, has been used to automate real-world programming tasks in a number of application domains (such as spreadsheet programming and data science) that non-expert users struggle with. However, developing specialized synthesizers for these domains is notoriously hard.
In this talk, I will describe a unified program synthesis framework that can be applied broadly to automating tasks across different application domains. This framework is also efficient and achieves orders of magnitude improvement in terms of synthesis speed compared to existing techniques. In particular, I have used this framework to build synthesizers for three different application domains and achieved up to 450x speed-up compared to state-of-the-art synthesis techniques.
This lecture satisfies requirements for CSCI 591: Research Colloquium.
Biography: Xinyu Wang is a PhD candidate at UT Austin advised by Isil Dillig. He works at the intersection of programming languages, software engineering and formal methods. He is interested in developing foundational program synthesis techniques that are applicable to automating real-world programming tasks.
Host: Chao Wang
Location: Olin Hall of Engineering (OHE) - 132
Audiences: Everyone Is Invited
Contact: Assistant to CS chair
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ECE Seminar: Towards Embodied Visual Intelligence
Tue, Apr 02, 2019 @ 11:00 AM - 12:00 PM
Ming Hsieh Department of Electrical and Computer Engineering
Conferences, Lectures, & Seminars
Speaker: Dinesh Jayaraman, Postdoctoral Scholar/University of California, Berkeley
Talk Title: Towards Embodied Visual Intelligence
Abstract: What would it mean for a machine to see the world? Computer vision has recently made great progress on problems such as finding categories of objects and scenes, and poses of people in images. However, studying such tasks in isolated disembodied contexts, divorced from the physical source of their images, is insufficient to build intelligent visual agents. My research focuses on remarrying vision to action, by asking: how might vision benefit from the ability to act in the world, and vice versa? Could embodied visual agents teach themselves through interaction and experimentation? Are there actions they might perform to improve their visual perception? How might they construct visual plans to achieve long-term action goals? In my talk, I will set up the context for these questions, and cover some strands of my work addressing them, proposing approaches for self-supervised learning through proprioception, visual prediction for decomposing complex control tasks, and active perception. Finally, I will discuss my long-term vision and directions that I hope to work on in the next several years.
Biography: Dinesh Jayaraman is a postdoctoral scholar at UC Berkeley. He received his PhD from UT Austin (2017) and B. Tech from IIT Madras (2011). His research interests are broadly in computer vision, robotics, and machine learning. In the last few years, he has worked on visual prediction, active perception, self-supervised visual learning, visuo-tactile robotic manipulation, semantic visual attributes, and zero-shot categorization. He has received an ACCV Best Application Paper Award (2016), a Samsung PhD Fellowship (2016), a UT Austin Graduate Dean's Fellowship (2016), and a Microelectronics and Computer Development Fellowship Award (2011). He has published in and reviewed for conferences and journals in computer vision, machine learning, and robotics, received a CVPR Outstanding Reviewer Award (2016), is as an Area Chair for NeurIPS (2018 & 2019).
Host: Professor Rahul Jain, rahul.jain@usc.edu
Location: Hughes Aircraft Electrical Engineering Center (EEB) - 248
Audiences: Everyone Is Invited
Contact: Mayumi Thrasher
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Epstein Institute Seminar - ISE 651
Tue, Apr 02, 2019 @ 03:30 PM - 04:50 PM
Daniel J. Epstein Department of Industrial and Systems Engineering
Conferences, Lectures, & Seminars
Speaker: Dr. Jian Liu, Associate Professor, University of Arizona
Talk Title: Functional Data Analytics for Detecting Bursts in Water Distribution Systems
Host: Dr. Qiang Huang
More Information: April 2, 2019.pdf
Location: Ethel Percy Andrus Gerontology Center (GER) - 206
Audiences: Everyone Is Invited
Contact: Grace Owh
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Lecture Series with Dr. Andrew Gordon - Playing Story Creation Games With Logical Abduction
Tue, Apr 02, 2019 @ 07:30 PM - 09:00 PM
Viterbi School of Engineering Student Organizations
Conferences, Lectures, & Seminars
Speaker: Dr. Andrew S. Gordon, Research Associate Professor of Computer Science and Director of Interactive Narrative Research at USC ICT
Talk Title: Playing Story Creation Games With Logical Abduction
Series: AAAI@USC Lecture Series
Abstract: Story Creation Games, such as Rory's Story Cubes and the Tell Tale card game, require players to invent creative and coherent narratives from a set of unconnected elements assembled by random chance, e.g., the throw of a die or the draw of a card. Often producing comical and entertaining storylines, these games also demonstrate the remarkable human capacity for sense-making, where one's knowledge and experience is used to explain the co-occurrence of novel combinations of observations. In this talk, I describe our recent efforts to build a computer program that could successfully play story creation games. We view this task as an interpretation problem, where the aim is to identify a coherent narrative where each narrative element plays a structural role. Our approach is to solve this interpretation problem using logical abduction, searching for sets of narrative assumptions that logically entail each of the given narrative elements. The search proceeds by backchaining from narrative elements through a knowledge base of narrative and causal axioms expressed as first-order definite clauses, unifying assumptions wherever possible. After finding connected solutions that entail the given set of narrative elements, the structure of the proof graphs are then used to generate the natural language text representation of the interpretation. In this talk, I demonstrate this approach in generating eight creative narratives given the same set of three Tell Tale cards, depicting a train, a baseball player, and the symbol of a heart. These examples demonstrate that logical abduction is well-suited to this task, but also underscore the enormous knowledge bottleneck that must be overcome to play this game with arbitrary cards. I contrast our approach with recent efforts to generate narrative text using deep neural networks trained with narrative corpora, and discuss whether these approaches fundamentally change the nature of this knowledge bottleneck.
RSVP: https://forms.gle/FXMS1nJ8W3oqveYv8
Biography: Andrew S. Gordon is Research Associate Professor of Computer Science and Director of Interactive Narrative Research at the Institute for Creative Technologies at the University of Southern California. His research advances technologies for automatically analyzing and generating narrative interpretations of experiences. A central aim of his research is the large-scale formalization of commonsense knowledge, and reasoning with these formalizations using logical abduction. He is the author of the 2004 book "Strategy Representation: An Analysis of Planning Knowledge," and the 2017 book "A Formal Theory of Commonsense Psychology: How People Think People Think" (with Jerry R. Hobbs). He received his Ph.D. in 1999 from Northwestern University.
Host: AAAI@USC
Location: Seeley G. Mudd Building (SGM) - 124
Audiences: Everyone Is Invited
Contact: AAAI@USC
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Philadelphia, PA - Admitted Student Reception
Wed, Apr 03, 2019
Viterbi School of Engineering Undergraduate Admission
University Calendar
These Admitted Student Programs, hosted by the Undergraduate Admission Office, provide admitted students and their families an opportunity to meet admission counselors, representatives from academic departments, alumni, and you will have the opportunity to meet other admitted students from your local area. Viterbi and University Admission counselors will be there to answer any questions you might have, tell you more about campus life and your specific academic program, and welcome you to the Trojan Family. The program will last approximately two hours.
We love seeing our newly admitted students in person! if you live in or near a city we will be visiting, we encourage you to join us!
Once admitted, students can find the RSVP link in their USC Applicant Portal.Audiences: Admitted Students & Family Members
Contact: Viterbi Admission
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Spring 2019 ITP Open House
Wed, Apr 03, 2019 @ 09:30 AM - 11:30 AM
Technology & Applied Computing Program (TAC)
Workshops & Infosessions
All current and prospective students are invited to attend. Learn about our classes, ask questions about our minor programs, and meet our faculty.
We'll have snacks from Porto's Bakery to enjoy with coffee and tea, and advisers will be available to answer questions about course planning and how to declare minors! Stop by whenever you are able to. No RSVP required.More Information: Spring 2019 ITP Open Houses.pdf
Location: Waite Phillips Hall Of Education (WPH) - 205
Audiences: Everyone Is Invited
Contact: Tim Gotimer
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PhD Defense - Shahrzad Gholami
Wed, Apr 03, 2019 @ 10:30 AM - 12:00 PM
Thomas Lord Department of Computer Science
University Calendar
Ph.D. Defense - Shahrzad Gholami
Wed, April 3, 2019
10:30 AM - 12:00 Noon
Location: EEB 132
Title:
Predicting and Planning against Real-world Adversaries: An End-to-end Pipeline to Combat Illegal Wildlife Poachers on a Global Scale
PhD Candidate: Shahrzad Gholami
Date, Time, and Location: Wednesday, April 3, 2019 at 10:30 am in EEB 132
Committee: Prof. Milind Tambe (chair), Prof. Aram Galstyan, and Prof. Emilio Ferrara, Prof. Richard John, Prof. Sze-Chuan Suen
Abstract:
Security is a global concern and a unifying theme in various security projects is strategic reasoning where the mathematical framework of machine learning and game theory can be integrated and applied. For example, in the environmental sustainability domain, the problem of protecting endangered wildlife from attacks (i.e., poachers' strikes) can be abstracted as a game between defender(s) and attacker(s). Applying previous research on security games to sustainability domains (denoted as Green Security Games) introduce several novel challenges that I address in my thesis to create computationally feasible and accurate algorithms in order to model complex adversarial behavior based on the real-world data and to generate optimal defender strategy. My thesis provides four main contributions to the emerging body of research in using machine learning and game theory framework for the fundamental challenges existing in the environmental sustainability domain, namely (i) novel spatio-temporal and uncertainty-aware machine learning models for complex adversarial behavior based on the imperfect real-world data, (ii) the first large-scale field test evaluation of the machine learning models in the adversarial settings concerning the environmental sustainability, (iii) a novel multi-expert online learning model for constrained patrol planning, and (iv) the first game theoretical model to generate optimal defender strategy against collusive adversaries. In regard to the first contribution, I developed bounded rationality models for adversaries based on the real-world data that account for the naturally occurring uncertainty in past attack evidence collected by defenders. To that end, I proposed two novel predictive behavioral models, which I improved progressively. The second major contribution of my thesis is a large-scale field test evaluation of the proposed adversarial behavior model beyond the laboratory. Particularly, my thesis is motivated by the challenges in wildlife poaching, where I directed the defenders (i.e., rangers) to the hotspots of adversaries that they would have missed. During these experiments across multiple vast national parks, several snares and snared animals were detected, and poachers were arrested, potentially more wildlife saved. The algorithm I proposed, that combines machine learning and game-theoretic patrol planning is planned to be deployed at 600 national parks around the world in the near future to combat poaching. The third contribution in my thesis introduces a novel multi-expert online learning model for constrained and randomized patrol planning, which benefits from several expert planners where insufficient or imperfect historical records of past attacks are available to learn adversarial behavior. The final contribution of my thesis is developing an optimal solution against collusive adversaries in security games assuming both rational and boundedly rational adversaries. I conducted human subject experiments on Amazon Mechanical Turk involving 700 human subjects using a web-based game that simulates collusive security games.
Location: Hughes Aircraft Electrical Engineering Center (EEB) - 132
Audiences: Everyone Is Invited
Contact: Lizsl De Leon
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CS Colloquium: Mukund Raghothaman (University of Pennsylvania) - Precise Program Reasoning using Probabilistic Methods
Wed, Apr 03, 2019 @ 11:00 AM - 12:00 PM
Thomas Lord Department of Computer Science
Conferences, Lectures, & Seminars
Speaker: Mukund Raghothaman, University of Pennsylvania
Talk Title: Precise Program Reasoning using Probabilistic Methods
Series: CS Colloquium
Abstract: The enormous rise in the scale, scope, and complexity of software projects has created a thriving marketplace for program analysis and verification tools. Despite routine adoption by industry, developing such tools remains challenging, and their designers must carefully balance tradeoffs between false alarms, missed bugs, and scalability to large codebases. Furthermore, when tools fail to verify some program property, they only provide coarse estimates of alarm relevance, potential severity, and of the likelihood of being a real bug, thereby limiting their usefulness in software projects with large teams.
I will present a framework that extends contemporary program reasoning systems with rich probabilistic models. These models emerge naturally from the program structure, and probabilistic inference refines the deductive process of the underlying system. In experiments with large programs, such probabilistic graphical representations of program structure enable an order-of-magnitude reduction in false alarm rates and invocations of expensive reasoning engines such as SMT solvers.
To the analysis user, these techniques offer a lens by which to focus their attention on the most important alarms and a uniform method for the tool to interactively generalize from human feedback. To the analysis designer, they offer novel opportunities to leverage data-driven approaches in analysis design. And to researchers, they offer new challenges while performing inference in models of unprecedented size. I will conclude by describing how these ideas promise to underpin the next generation of intelligent programming systems, with applications in diverse areas such as program synthesis, differentiable programming, and fault localization in complex systems.
This lecture satisfies requirements for CSCI 591: Research Colloquium.
Biography: Mukund Raghothaman is a postdoctoral researcher at the University of Pennsylvania. His research spans the areas of programming languages, software verification, and program synthesis, with the ultimate goal to help programmers create better software with less effort. He previously obtained a Ph.D. in 2017, also from the University of Pennsylvania, where he developed programming abstractions for data stream processing systems.
Host: Jyotirmoy Deshmukh
Location: Ronald Tutor Hall of Engineering (RTH) - 109
Audiences: Everyone Is Invited
Contact: Assistant to CS chair
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AME Department Laufer Lecture
Wed, Apr 03, 2019 @ 12:00 PM - 02:00 PM
Aerospace and Mechanical Engineering
Conferences, Lectures, & Seminars
Speaker: Bala Balachandran, University of Maryland
Talk Title: Nonlinear Dynamics with Noise
Abstract: Nonlinearity influenced dynamics occurs in a variety of mechanical and structural systems. For operations of many of these systems, noise is often viewed as being undesirable. However, the interplay between noise and nonlinearity in a system can result in significant response changes that can be beneficial to a systems performance. In this spirit, the work carried out to further our understanding on the constructive use of noise in a nonlinear system to realize noise-enhanced responses, noise-enabled stabilization, and noise-assisted response steering will be discussed. Efforts undertaken with partial control will be discussed. Representative physical systems that will be considered include coupled oscillator arrays at the micro-scale and macro-scale, flexible rotor systems, and pendulum systems. The findings of these studies are expected to be relevant to a variety of different nonlinear, mechanical and structural systems. Some thoughts on future directions in the realm of applied nonlinear dynamics will be presented to close the talk.
Bala Balachandran received his B. Tech (Naval Architecture) from the Indian Institute of Technology, Madras, India, M.S. (Aerospace Engineering) from Virginia Tech, Blacksburg, VA and Ph.D. (Engineering Mechanics) from Virginia Tech. Currently, he is a Minta Martin Professor of Engineering at the University of Maryland, where he has been since 1993. His research interests include nonlinear phenomena, dynamics and vibrations, and control. The publications that he has authored/co-authored include over ninety journal publications, a Wiley textbook entitled Applied Nonlinear Dynamics: Analytical, Computational, and Experimental Methods (1995, 2006), a third edition of a textbook entitled Vibrations (2019) by Cambridge University Press, and a co-edited Springer book entitled Delay Differential Equations: Recent Advances and New Directions (2009). He holds four U.S. patents and one Japan patent, three related to fiber optic sensors and two related to atomic force microscopy. He is a Contributing Editor of the International Journal of Non-Linear Mechanics and the Editor of the ASME Journal of Computational and Nonlinear Dynamics. He is a Fellow of ASME and AIAA.
Wednesday, April 3, 2019
Reception at 12:00 NOON
Seminar Immediately Following
The Franklin Suite, Third Floor of Tutor Campus Center
Host: AME Department
Location: Franklin Suite, 3rd floor, Tutor Campus Center
Audiences: Everyone Is Invited
Contact: Tessa Yao
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Viterbi Keynote Lecture
Wed, Apr 03, 2019 @ 04:00 PM - 05:00 PM
Ming Hsieh Department of Electrical and Computer Engineering
Conferences, Lectures, & Seminars
Speaker: Leonard Kleinrock, Distinguished Professor of Computer Science/University of California, Los Angeles
Talk Title: On Some of My Simple Results
Series: Viterbi Lecture
Abstract: A number of interesting problems that I have addressed over the years which
yielded surprisingly simple results will be presented. Many of these had intuitively
pleasing interpretations or especially simple proofs and/or insights.
Biography: Professor Leonard Kleinrock is Distinguished Professor of Computer Science at UCLA.
He is considered a father of the Internet, having developed the mathematical theory of
packet networks, the technology underpinning the Internet as an MIT graduate student
in 1962. His UCLA Host computer became the first node of the Arpanet, predecessor
of the Internet, in 1969 and it was from his lab that he directed the transmission of the
first Internet message in October, 1969. Kleinrock received the 2007 National Medal
of Science, the highest honor for achievement in science bestowed by the President of
the United States.
Leonard Kleinrock received his Ph.D. from MIT in 1963. He has served as Professor of
Computer Science at UCLA since then, and was department Chairman from 1991-1995.
He received a BEE degree from CCNY in 1957 (Evening Session) and an MS degree from
MIT in 1959. He has received eight honorary degrees, has published over 250 papers,
authored six books, and has supervised the research for 50 Ph.D. students.
Professor Kleinrock is a member of the National Academy of Engineering, the American
Academy of Arts and Sciences, is an IEEE fellow, an ACM fellow, an INFORMS fellow,
an IEC fellow, an inaugural member of the Internet Hall of Fame, a Guggenheim fellow,
and an Eminent member of Eta Kappa Nu. Among his many honors, he is the recipient
of the National Medal of Science, the Ericsson Prize, the NAE Draper Prize, the Marconi
Prize, the Dan David Prize, the Okawa Prize, the BBVA Frontiers of Knowledge Award,
the ORSA Lanchester Prize, the ACM SIGCOMM Award, the IEEE Leonard G. Abraham
Prize Paper Award, the IEEE Harry M. Goode Award and the IEEE Alexander Graham
Bell Medal.
Host: Richard Leahy, leahy@sipi.usc.edu
More Info: https://bluejeans.com/734846093
Location: Hughes Aircraft Electrical Engineering Center (EEB) - 132
Audiences: Everyone Is Invited
Contact: Mayumi Thrasher
Event Link: https://bluejeans.com/734846093
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Washington, DC - Admitted Student Reception
Thu, Apr 04, 2019
Viterbi School of Engineering Undergraduate Admission
University Calendar
These Admitted Student Programs, hosted by the Undergraduate Admission Office, provide admitted students and their families an opportunity to meet admission counselors, representatives from academic departments, alumni, and you will have the opportunity to meet other admitted students from your local area. Viterbi and University Admission counselors will be there to answer any questions you might have, tell you more about campus life and your specific academic program, and welcome you to the Trojan Family. The program will last approximately two hours.
We love seeing our newly admitted students in person! if you live in or near a city we will be visiting, we encourage you to join us!
Once admitted, students can find the RSVP link in their USC Applicant Portal.Audiences: Admitted Students & Family Members
Contact: Viterbi Admission
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CS Colloquium: Yixin Sun (Princeton University) - Providing secure Internet services with insecure infrastructure
Thu, Apr 04, 2019 @ 09:30 AM - 10:30 AM
Thomas Lord Department of Computer Science
Conferences, Lectures, & Seminars
Speaker: Yixin Sun, Princeton University
Talk Title: Providing secure Internet services with insecure infrastructure
Series: CS Colloquium
Abstract: The insecurity of Internet services can lead to disastrous consequences -“ confidential communications can be monitored, financial information can be stolen, and our critical Internet infrastructure can be crippled. However, many prior works on Internet services only focus on the security of an individual network layer in isolation, whereas the adversaries do quite the opposite -“ they look for opportunities to exploit the interactions across heterogeneous components and layers to compromise the system security. This gap leaves the privacy and security of billions of users as well as our critical infrastructure at risk.
I aim to bridge this gap to build privacy-preserving and secure Internet services. In this talk, I will focus on two Internet services, the Tor network and the Public Key Infrastructure. I have uncovered new vulnerabilities in these services by taking a cross-layer approach to exploit the interdependencies across different network layers. I have demonstrated attacks in the wild (ethically) to evaluate the real effects of vulnerabilities. Consequently, I have built practical defenses that have received real-world deployment by the Tor Project which serves millions of users, and Let's Encrypt which is the world's largest Certificate Authority that has issued hundreds of millions of digital certificates.
This lecture satisfies requirements for CSCI 591: Research Colloquium.
Biography: Yixin Sun is a PhD candidate in Computer Science at Princeton University. Her research focuses on building privacy-preserving and secure networked systems. She received the Information Controls Fellowship from the Open Technology Fund, the SEAS Award for Excellence from Princeton, and the EECS rising star from MIT. Throughout her career, Yixin has collaborated with many industrial labs and non-profit organizations, such as the Tor Project, Let's Encrypt, Verisign Labs, NEC Labs and International Computer Science Institute (ICSI). Previously, Yixin received her Bachelor's degree in Computer Science and Mathematics from the University of Virginia.
Host: Muhammad Naveed
Location: Ronald Tutor Hall of Engineering (RTH) - 109
Audiences: Everyone Is Invited
Contact: Assistant to CS chair
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ECE Seminar: Rethinking the Hardware-Software Contract: Enabling Practical and General Cross-Layer Optimizations
Thu, Apr 04, 2019 @ 10:30 AM - 11:45 AM
Ming Hsieh Department of Electrical and Computer Engineering
Conferences, Lectures, & Seminars
Speaker: Nandita Vijaykumar, PhD Candidate/Carnegie Mellon University
Talk Title: Rethinking the Hardware-Software Contract: Enabling Practical and General Cross-Layer Optimizations
Abstract: Layered abstractions in the computing stack are critical to building complex systems, but the existing *interfaces* between layers restrict what can be done at each level. Enhancing cross-layer interfaces--specifically, the hardware-software interface--is crucial towards addressing two important and hard-to-solve challenges in computer systems today: First, significant effort and expertise are required to write high-performance code that harnesses the full potential of today's diverse and sophisticated hardware. Second, as a hardware or system designer, architecting faster and more efficient systems is challenging as the vast majority of the program's semantic content and programmer intent gets lost in translation with today's hardware-software interface. Moving towards the future, these challenges in programmability and efficiency will be even more intractable as we architect increasingly heterogeneous and sophisticated systems.
In this talk, I will highlight my work [ISCA'15, MICRO'16, ISCA'18, ISCA'18] on how to design rich cross-layer abstractions that provide layered interfaces to directly communicate higher-level program semantics and intent from the application to the lower levels of the stack. In doing so, we can effectively bridge the so-called "semantic gap" between applications and computer systems, and enable a wide range of cross-layer optimizations in future systems with a single unifying interface. I will discuss how cross-layer approaches with these abstractions can significantly enhance (1) performance and efficiency by enabling the system to adapt to application characteristics and (2) programmability and portability by enabling application software to easily leverage diverse underlying hardware resources without specific knowledge of system details. For example, daunting aspects of programming GPUs can be made much simpler with a rich cross-layer programming abstraction. I will describe how such abstractions can be designed to be highly practical and low-overhead, requiring only small additions to existing abstractions.
Biography: Nandita Vijaykumar is a Ph.D. candidate at Carnegie Mellon University, advised by Prof. Onur Mutlu and Prof. Phillip Gibbons. She is also currently a visiting student at ETH Zurich. Her research focuses on the interaction between programming models, system software, and hardware architecture in an increasingly diverse compute landscape, with a focus on memory systems and modern accelerators like GPUs. She is excited about enabling cross-layer full-stack solutions to make future systems highly efficient and easy-to-program. She is the recipient of the Benjamin Garver Lamme/Westinghouse Fellowship at CMU. During her Ph.D., she has been fortunate to intern at Microsoft Research, Nvidia Research, and Intel Labs.
Host: Professor Xuehai Qian, xuehai.qian@usc.edu
Location: Hughes Aircraft Electrical Engineering Center (EEB) - 132
Audiences: Everyone Is Invited
Contact: Mayumi Thrasher
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Individual Grammar Tutorials
Thu, Apr 04, 2019 @ 11:00 AM - 12:00 PM
Viterbi School of Engineering Student Affairs
Workshops & Infosessions
Viterbi graduate and undergraduate students are invited to sign up for individual grammar assistance from professors at the Engineering Writing Program. Sign up for one-on-one individual sessions here: http://bit.ly/grammaratUSC
Questions? Email helenhch@usc.edu
Location: Olin Hall of Engineering (OHE) - 106
Audiences: Graduate and Undergraduate Students
Contact: Helen Choi
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CS Colloquium: Amy Babay (Johns Hopkins University) - Dependable Systems and Networks for a Complex World
Thu, Apr 04, 2019 @ 11:00 AM - 12:00 PM
Thomas Lord Department of Computer Science
Conferences, Lectures, & Seminars
Speaker: Amy Babay, Johns Hopkins University
Talk Title: Dependable Systems and Networks for a Complex World
Series: CS Colloquium
Abstract: As our world grows more complex, the expectations we place on the networked systems running our society's infrastructure grow more demanding. In this talk, I will discuss two types of emerging demands and present infrastructure systems we have developed to meet those demands. The first part of the talk will focus on the demanding performance requirements brought by emerging highly interactive applications such as remote robotic manipulation, remote surgery, and collaborative virtual reality. These applications require communication that is both timely and highly reliable, but the Internet natively supports only communication that is either completely reliable with no timeliness guarantees (e.g. TCP) or timely with only best-effort reliability (e.g. UDP). We present an overlay transport service that can provide highly reliable communication while meeting the stringent timeliness requirements of these applications. The second part of the talk will address the demanding security and resilience needs of critical infrastructure services, in particular SCADA systems for the power grid, that are increasingly becoming exposed to malicious attacks. I will present our work building Spire, the first intrusion-tolerant SCADA system for the power grid that is resilient to both system-level compromises and sophisticated network-level attacks.
This lecture satisfies requirements for CSCI 591: Research Colloquium.
Biography: Amy Babay recently completed her PhD in Computer Science at Johns Hopkins University, where she was a member of the Distributed Systems and Networks Lab. Her research focuses on enabling new Internet services with demanding performance requirements and on building dependable critical infrastructure systems. Prior to starting her PhD, she gained experience with global overlay networks in the commercial world, working at LTN Global Communications. She is currently working to advance some of her research toward commercialization at Spread Concepts LLC.
Host: Ramesh Govindan
Location: Olin Hall of Engineering (OHE) - 132
Audiences: Everyone Is Invited
Contact: Assistant to CS chair
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AME Seminar
Thu, Apr 04, 2019 @ 11:00 AM - 12:00 PM
Aerospace and Mechanical Engineering
Conferences, Lectures, & Seminars
Speaker: Nima Fazeli, MIT
Talk Title: Towards Robotic Manipulation, Understanding the World Through Contact
Abstract: Why is robotic manipulation so hard? As humans, we are unrivaled in our ability to dexterously manipulate objects and exhibit complex skills seemingly effortlessly. Recent research in cognitive science suggests that this ability is driven by our internal representations of the physical world, built over a life-time of experience. Our predictive ability is complemented by our senses of sight and touch, intuitive state-estimation, and tactile dexterity. Given the complexity of human reasoning, skill, and hardware, it is not surprising that we have yet to replicate our abilities in robots. In order to bridge this gap, we must develop robotic systems that build their understanding and interpretation of the physical world through contact. Using experiments as tools, these Galilean Robots will distill their experiences into models of the physical world.
In this talk, I will present some of my work spanning the spectrum of analytical to fully data driven methodologies for model building and inference through contact. I believe that Galilean Robots need to master tools from this spectrum for intelligent and dexterous manipulation. First, I will discuss a methodology for the inference of contact forces and system parameters of rigid bodies systems making and breaking contact. I will then touch on data augmented contact models for controls as a medium between analytical and data driven techniques. I will show how a robot can learn the physics of playing Jenga using a hierarchical learning methodology purely from data. I will conclude the talk by providing perspectives on building Galilean Robotic systems that embody intelligent manipulation.
Nima Fazeli is a PhD student with the Mechanical Engineering Department at MIT, working with Prof. Alberto Rodriguez. His research focuses on enabling intelligent and dexterous robotic manipulation by developing novel tools combining analytical methods, machine learning, and cognition/AI. During his PhD, Nima has developed inference algorithms for robotic systems undergoing frictional contact, performed empirical evaluations of contact models, demonstrated data-augmented contact models for manipulation, and developed a robotic system capable of learning the physics of playing Jenga using a hierarchical learning methodology. Nima received his masters from the University of Maryland at College Park where he spent most of his time developing analytical and data-driven models of the human (and, on occasion, swine) arterial tree together with novel inference algorithms to diagnoses cardiovascular diseases. His research has been supported by the Rohsenow Fellowship and featured in outlets such as CBS, CNN, and the BBC. He looks forward to robots playing and learning alongside his grandchildren.
Thursday, April 4, 2019
11:00 AM
The Laufer Library (RRB 208)
Refreshments will be served at 10:45 AM.
Host: AME Department
Location: Robert Glen Rapp Engineering Research Building (RRB) - 208 (Laufer Library)
Audiences: Everyone Is Invited
Contact: Tessa Yao
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Astronautical, Aerospace, and Mechanical Engineering Alumni & Industry Spotlight
Thu, Apr 04, 2019 @ 07:00 PM - 08:00 PM
Viterbi School of Engineering Career Connections
Workshops & Infosessions
The Viterbi Industry & Alumni Spotlight is a great opportunity for you to connect with USC alumni and industry professionals that have been in your shoes. They will share their experiences on how they got to where they are in their career and offer words of wisdom along the way. This is an undergraduate only event.
Location: Seeley G. Mudd Building (SGM) - 101
Audiences: Undergrad
Contact: RTH 218 Viterbi Career Connections
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Second International Symposium on Foundations and Applications of Blockchain 2019, FAB'19
Fri, Apr 05, 2019
Thomas Lord Department of Computer Science
Receptions & Special Events
FAB 2019 is a symposium in the emerging area of blockchain technology and its applications. It brings together blockchain researchers and practitioners from academia and industry to share results and exchange experiences. This one-day event is held at the beautiful campus of the University of Southern California.
The symposium features an exciting program of four peer-reviewed papers from premier institutions around the world, keynotes from academia and industry, and a timely panel on the future of blockchain. See https://scfab.github.io/2019/schedule.html for the detailed program.
The registration site for FAB 2019 is now open, visit https://scfab.github.io/2019/registration.html to register.
Please note that in order to attend, you must be registered.Location: Hughes Aircraft Electrical Engineering Center (EEB) -
Audiences: Everyone Is Invited
Contact: Assistant to CS chair
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Women in Engineering Student-Faculty Networking Lunch
Fri, Apr 05, 2019 @ 12:00 PM - 02:00 PM
USC Viterbi School of Engineering, Viterbi School of Engineering Student Affairs
Student Activity
The Women in Engineering Student-Faculty Networking Lunch provides an opportunity for female engineering students to learn more about Viterbi faculty including their background, research, passion for engineering, and more!
Location: Michelson Center for Convergent Bioscience (MCB) - 101
Audiences: Invited Guests
Contact: Monica De Los Santos
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W.V.T. RUSCH ENGINEERING HONORS COLLOQUIUM
Fri, Apr 05, 2019 @ 01:00 PM - 01:50 PM
USC Viterbi School of Engineering
Conferences, Lectures, & Seminars
Speaker: Scott Huennekens, (Retired) President & CEO, Verb Surgical Inc.
Talk Title: Technical Medicine: The Future of Surgical Robotics
Host: EHP and Dr. Prata
Location: Henry Salvatori Computer Science Center (SAL) - 101
Audiences: Everyone Is Invited
Contact: Amanda McCraven
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Viterbi Career and Internship Boot Camp
Fri, Apr 05, 2019 @ 01:00 PM - 04:15 PM
Viterbi School of Engineering Career Connections
Workshops & Infosessions
Viterbi Career Connections would like to invite you to attend our Career & Internship Boot Camp on Friday, April 5th, from 1:00 pm- 4:15 pm.
The purpose of this one-day boot camp is to provide you with resources to understand the career development process and provide you with practical tools for your job search. During Boot Camp, you will:
- Create a Career Action Plan tailored to your specific needs
- Identify resources to help you land your next position
- Learn how to keep yourself motivated throughout the job search process
Click Here to Register for New Grad Boot Camp: https://usc.qualtrics.com/jfe/form/SV_doPRpazFQ3abn01
Any questions? Call 213.740.9677 or e-mail vcareers@usc.edu.
Location: Ronald Tutor Hall of Engineering (RTH) - 526
Audiences: All Viterbi Students
Contact: RTH 218 Viterbi Career Connections
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Mahsa Shoaran Seminar - Friday, April 5th @ 2PM in EEB 248
Fri, Apr 05, 2019 @ 02:00 PM - 03:30 PM
Ming Hsieh Department of Electrical and Computer Engineering
Conferences, Lectures, & Seminars
Speaker: Mahsa Shoaran, Cornell University
Talk Title: Ultra-Low-Power Neural Interfaces: from Monitoring to Diagnosis and Therapy
Abstract: Implantable and wearable medical devices are increasingly being developed as alternative therapies for intractable diseases. In particular, undertreated neurological disorders such as epilepsy, migraine, and Alzheimer's disease are of major public health concern around the world, driving the need to explore such new approaches. Despite significant advances in neural interface systems, the small number of recording channels in existing technology remains a barrier to their therapeutic potential. This is mainly due to the fact that simultaneous recording from a large number of electrodes imposes stringent energy and area constraints on the integrated circuits that interface with these electrodes. In this talk, I will first discuss an efficient compressive sensing framework for multichannel cortical implants. Next, I will present the design of our sub-microwatt per channel closed-loop seizure control device and both its in-vivo and offline performance. I will then discuss our latest work on the integration of machine learning algorithms for on-chip classification of neural data. Finally, I will give examples of how these results may be used towards designing new devices, to enhance the lives of millions of people suffering from disabling neurological conditions in future.
Biography: Mahsa Shoaran is currently an Assistant Professor in the School of Electrical and Computer Engineering at Cornell University. Prior to joining Cornell, she was a postdoctoral fellow in Electrical Engineering and Medical Engineering at the California Institute of Technology. She received her PhD from EPFL in 2015 and her B.Sc. and M.Sc. from Sharif University of Technology. Her research interests broadly include circuit, system, and algorithm design for diagnostic and therapeutic applications. Mahsa is a recipient of the 2019 Google Faculty Research Award, the Early and Advanced Swiss National Science Foundation Postdoctoral Fellowships, and the NSF Award for Young Professionals Contributing to Smart and Connected Health. She was named a Rising Star in EECS by MIT in 2015.
Host: ECE-Electrophysics
Location: Hughes Aircraft Electrical Engineering Center (EEB) - 248
Audiences: Everyone Is Invited
Contact: Marilyn Poplawski
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2019 Eberhardt Rechtin Lecture
Fri, Apr 05, 2019 @ 02:00 PM - 03:00 PM
Daniel J. Epstein Department of Industrial and Systems Engineering
Conferences, Lectures, & Seminars
Speaker: Juan Perez, Chief Information & Chief Engineering Officer, UPS
Talk Title: IE + IT, A Match Made for Innovation
Host: Daniel J. Epstein Dept. of Industrial & Systems Engineering
More Information: Rechtin Lecture_Juan Perez bio.pdf
Location: USC Hotel (RMH) - Center Ballroom
Audiences: Everyone Is Invited
Contact: Grace Owh
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Astronautical Engineering Seminar
Fri, Apr 05, 2019 @ 03:30 PM - 04:30 PM
Astronautical Engineering
Conferences, Lectures, & Seminars
Speaker: Stephanie A. Coronel, Sandia National Laboratories
Talk Title: Ignition Dynamics of Reactive Gaseous Mixtures
Abstract: The study of ignition dynamics is important for a wide range of safety,environmental, and transportation applications. This talkpresentsexperimental and numerical investigations of the processes leading to ignition of reactive gaseous mixturesin the presence of ignition sources-”specifically, hot surfaces and compressive devices. Anovel experimental techniqueis presented whichgeneratesrepeatable high-temperature particles that can be injected intoa reactive environment. An interferometer that makes useof large-angle dual birefringent prisms performshigh-speed temperature imaging of the particle injection and subsequent ignition and flamepropagation of the reactive gas. The interferometer is a combination ofa differential and Mach-Zehnder interferometer and is highly stable in aninfinite fringe configuration. Numerical workanalyzesthechemical kinetics of a reactive gaseous mixture adjacent to a hot surface.A simplified expression of the thermal boundary layer growth is presentedbased on a variation of the Rayleigh problem; the use of a simplifiedexpression rather than three-dimensional calculations allows us to use adetailed chemical kinetic mechanism to simulate the chemistry while stillsaving on computational cost. Lastly, a novel experimentfor compression ignition testing of reactive gasis described. The experiment makesuse of a water column rather than a solid piston to compress a pocket ofreactive gas. The compression process leads to the formation of a multi-phase mixture consisting of reactive gas, water droplets, and water vapordue to the development of Richtmyer-Meshkovand Rayleigh-Taylor instabilities. Hydrocarbon-air and hydrogen-oxygenreactive mixtures are used in these investigations to simulate potentialexplosion hazards in the aviation and nuclear sectors.
Biography: Stephanie Coronel is a postdoctoral appointee at Sandia NationalLaboratories working in the Energetic Materials Dynamic & Reactive Science Department. Her research broadly focuses on abnormal thermal response of energetic materials as well as diagnostic development. Prior tojoining Sandia, she was a postdoctoral scholar at GALCIT (Caltech). She received her Ph.D. in Aeronautics from Caltech in 2016, where she workedfor Professor Joseph E. Shepherd on experimental combustion in the Explosion Dynamics Laboratory. She received her B.S. in Aerospace Engineering from the University of Texas at Arlington in 2009 and an M.S. inAeronautics from Caltech in 2010. Her Ph.D. research focused on experimental and numerical ignition in thermal boundarylayers.
Host: Dan Erwin
More Information: StephanieCoronel-Seminar-2019-04-05.pdf
Location: Vivian Hall of Engineering (VHE) - 217
Audiences: Everyone Is Invited
Contact: Dan Erwin
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Boston, MA - Admitted Student Reception
Sat, Apr 06, 2019
Viterbi School of Engineering Undergraduate Admission
University Calendar
These Admitted Student Programs, hosted by the Undergraduate Admission Office, provide admitted students and their families an opportunity to meet admission counselors, representatives from academic departments, alumni, and you will have the opportunity to meet other admitted students from your local area. Viterbi and University Admission counselors will be there to answer any questions you might have, tell you more about campus life and your specific academic program, and welcome you to the Trojan Family. The program will last approximately two hours.
We love seeing our newly admitted students in person! if you live in or near a city we will be visiting, we encourage you to join us!
Once admitted, students can find the RSVP link in their USC Applicant Portal.Audiences: Admitted Students & Family Members
Contact: Viterbi Admission
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Dallas, TX - Admitted Student Reception
Sat, Apr 06, 2019
Viterbi School of Engineering Undergraduate Admission
University Calendar
These Admitted Student Programs, hosted by the Undergraduate Admission Office, provide admitted students and their families an opportunity to meet admission counselors, representatives from academic departments, alumni, and you will have the opportunity to meet other admitted students from your local area. Viterbi and University Admission counselors will be there to answer any questions you might have, tell you more about campus life and your specific academic program, and welcome you to the Trojan Family. The program will last approximately two hours.
We love seeing our newly admitted students in person! if you live in or near a city we will be visiting, we encourage you to join us!
Once admitted, students can find the RSVP link in their USC Applicant Portal.Audiences: Admitted Students & Family Members
Contact: Viterbi Admission
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Boston, MA - HS Junior Program
Sat, Apr 06, 2019
Viterbi School of Engineering Undergraduate Admission
University Calendar
Join the Viterbi Admission Team - along with the USC Admission & Financial Aid staff - at the Discover USC Program. This program is perfect for high school juniors who want to get to know USC and the Viterbi School of Engineering a little better.
Discover USC is a 2-hour info session that will cover: the USC Application Process, Financial Aid, Life on Campus, Plus, an Engineering Session!
RSVP links will be provided by USC Admission as they become available here.Audiences: Prospective Juniors & Family Members
Contact: Viterbi Admission
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Dallas, TX - HS Junior Program
Sat, Apr 06, 2019
Viterbi School of Engineering Undergraduate Admission
University Calendar
Join the Viterbi Admission Team - along with the USC Admission & Financial Aid staff - at the Discover USC Program. This program is perfect for high school juniors who want to get to know USC and the Viterbi School of Engineering a little better.
Discover USC is a 2-hour info session that will cover: the USC Application Process, Financial Aid, Life on Campus, Plus, an Engineering Session!
RSVP links will be provided by USC Admission as they become available here.Audiences: Prospective Juniors & Family Members
Contact: Viterbi Admission
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Houston, TX - Admitted Student Reception
Sun, Apr 07, 2019
Viterbi School of Engineering Undergraduate Admission
University Calendar
These Admitted Student Programs, hosted by the Undergraduate Admission Office, provide admitted students and their families an opportunity to meet admission counselors, representatives from academic departments, alumni, and you will have the opportunity to meet other admitted students from your local area. Viterbi and University Admission counselors will be there to answer any questions you might have, tell you more about campus life and your specific academic program, and welcome you to the Trojan Family. The program will last approximately two hours.
We love seeing our newly admitted students in person! if you live in or near a city we will be visiting, we encourage you to join us!
Once admitted, students can find the RSVP link in their USC Applicant Portal.Audiences: Admitted Students & Family Members
Contact: Viterbi Admission
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New York, NY - Admitted Student Reception
Sun, Apr 07, 2019
Viterbi School of Engineering Undergraduate Admission
University Calendar
These Admitted Student Programs, hosted by the Undergraduate Admission Office, provide admitted students and their families an opportunity to meet admission counselors, representatives from academic departments, alumni, and you will have the opportunity to meet other admitted students from your local area. Viterbi and University Admission counselors will be there to answer any questions you might have, tell you more about campus life and your specific academic program, and welcome you to the Trojan Family. The program will last approximately two hours.
We love seeing our newly admitted students in person! if you live in or near a city we will be visiting, we encourage you to join us!
Once admitted, students can find the RSVP link in their USC Applicant Portal.Audiences: Admitted Students & Family Members
Contact: Viterbi Admission
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Houston, TX - HS Junior Program
Sun, Apr 07, 2019
Viterbi School of Engineering Undergraduate Admission
University Calendar
Join the Viterbi Admission Team - along with the USC Admission & Financial Aid staff - at the Discover USC Program. This program is perfect for high school juniors who want to get to know USC and the Viterbi School of Engineering a little better.
Discover USC is a 2-hour info session that will cover: the USC Application Process, Financial Aid, Life on Campus, Plus, an Engineering Session!
RSVP links will be provided by USC Admission as they become available here.Audiences: Prospective Juniors & Family Members
Contact: Viterbi Admission
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Spring Explore USC
Mon, Apr 08, 2019
Viterbi School of Engineering Undergraduate Admission
University Calendar
Spring Explore is a full-day program running from 8:30am-5pm. The day includes a presentation from the Office of Admission, a USC Campus Tour, and visit with us in the Viterbi School of Engineering. During your time with us you will learn what your life will be like as an engineering student at USC, meet some of our current engineering students, see facilities and labs, and get your questions answered about the enrollment process, housing, and your "next steps".
Once admitted, students can find the RSVP link in their USC Applicant Portal.Audiences: Spring Admits & Family Members
Contact: Viterbi Admission
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CS Colloquium: Yuke Zhu (Stanford University) - Closing the Perception-Action Loop
Mon, Apr 08, 2019 @ 11:00 AM - 12:00 PM
Thomas Lord Department of Computer Science
Conferences, Lectures, & Seminars
Speaker: Yuke Zhu, Stanford University
Talk Title: Closing the Perception-Action Loop
Series: CS Colloquium
Abstract: Robots and autonomous systems have been playing a significant role in the modern economy. Custom-built robots have remarkably improved productivity, operational safety, and product quality. However, these robots are usually programmed for specific tasks in well-controlled environments, unable to perform diverse tasks in the real world. In this talk, I will present my work on building more effective and generalizable robot intelligence by closing the perception-action loop. I will discuss my research that establishes a tighter coupling between perception and action at three levels of abstraction: 1) learning primitive motor skills from raw sensory data, 2) sharing knowledge between sequential tasks in visual environments, and 3) learning hierarchical task structures from video demonstrations.
This lecture satisfies requirements for CSCI 591: Research Colloquium
Biography: Yuke Zhu is a final year Ph.D. candidate in the Department of Computer Science at Stanford University, advised by Prof. Fei-Fei Li and Prof. Silvio Savarese. His research interests lie at the intersection of robotics, computer vision, and machine learning. His work builds machine learning and perception algorithms for general-purpose robots. He received a Master's degree from Stanford University and dual Bachelor's degrees from Zhejiang University and Simon Fraser University. He also collaborated with research labs including Snap Research, Allen Institute for Artificial Intelligence, and DeepMind.
Host: Joseph Lim
Location: Ronald Tutor Hall of Engineering (RTH) - 115
Audiences: Everyone Is Invited
Contact: Assistant to CS chair
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ECE Seminar: A Real-Time Algorithmic Framework for Robust and Risk-Sensitive Planning and Decision-Making
Mon, Apr 08, 2019 @ 11:00 AM - 12:15 PM
Ming Hsieh Department of Electrical and Computer Engineering
Conferences, Lectures, & Seminars
Speaker: Sumeet Singh, PhD Candidate, Dept of Aeronautics & Astronautics, Stanford University
Talk Title: A Real-Time Algorithmic Framework for Robust and Risk-Sensitive Planning and Decision-Making
Abstract: Integrating autonomous robots into safety-critical settings requires reasoning about uncertainty at all levels of the autonomy stack. In this talk, I will present novel algorithmic tools leveraging Lyapunov-based analysis, convex optimization, and risk measures to address robustness in robotic motion planning and decision-making under uncertainty. In the first part of the talk, by harnessing the theories of incremental stability and contraction, I will describe a unified framework for synthesizing robust trajectory tracking controllers for complex underactuated nonlinear systems with analytical bounded-input-bounded-output disturbance rejection guarantees. These results will be combined with computational tools drawn from semi-infinite convex programming to design real-time motion planning algorithms with certifiable safety guarantees. In addition, I will illustrate how to leverage these tools for sample-efficient model-based reinforcement learning with control-theoretic guarantees. In the second part of the talk, I will describe a framework for lifting notions of robustness from low-level motion planning to higher-level sequential decision-making using the theory of risk measures. Specifically, by leveraging a specific class of risk measures with favorable axiomatic foundations, I will demonstrate how to design decision-making algorithms with tuneable robustness properties. I will then discuss a novel application of this framework to inverse reinforcement learning for humans in safety-critical scenarios. The domains of aerial robotics and autonomous cars will be used throughout the talk as running examples.
Biography: Sumeet Singh is a Ph.D. candidate in the Autonomous Systems Lab in the Aeronautics and Astronautics Department at Stanford University. He received a B.Eng. in Mechanical Engineering and a Diploma of Music (Performance) from University of Melbourne in 2012, and a M.Sc. in Aeronautics and Astronautics from Stanford University in 2015. Prior to joining Stanford, Sumeet worked in the Berkeley Micromechanical Analysis and Design lab at the University of California, Berkeley in 2011 and the Aeromechanics Branch at NASA Ames in 2013. Sumeet's research interests include (1) Robust motion planning for constrained nonlinear systems, (2) Risk-sensitive inference and decision-making with humans in-the-loop, and (3) Design of verifiable learning architectures for safety-critical applications. Sumeet is the recipient of the Stanford Graduate Fellowship (2013-2016), the most prestigious Stanford fellowship awarded to incoming graduate students, and the Qualcomm Innovation Fellowship (2018).
Host: Professor Massoud Pedram, pedram@usc.edu
Location: Hughes Aircraft Electrical Engineering Center (EEB) - 248
Audiences: Everyone Is Invited
Contact: Mayumi Thrasher
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Fall 2018 Joint CSC@USC/CommNetS-MHI Seminar Series
Mon, Apr 08, 2019 @ 02:00 PM - 03:00 PM
Ming Hsieh Department of Electrical and Computer Engineering
Conferences, Lectures, & Seminars
Speaker: Jason Marden, University of California, Santa Barbara
Talk Title: If agents could talk, what should they say?
Abstract: The goal in networked control of multiagent systems is to derive desirable collective behavior through the design of local control algorithms. The information available to the individual agents, either through sensing or communication, invariably defines the space of admissible control laws. Hence, informational restrictions impose constraints on the achievable performance guarantees. The first part of this talk will provide one such constraint with regards to the efficiency of the resulting stable solutions for a class of distributed submodular optimization problems. Further, we will also discuss how strategic information exchange can help mitigate these degradations. The second part of this talk will focus on how agents should utilize available information to optimize the efficiency of the emergent collective behavior. In particular, we will discuss a methodology for optimizing the efficiency guarantees (i.e., price of anarchy) in distributed resource allocation problems through the design of local agent objective functions. Lastly, we will highlight some unintended consequences associated with these optimal designed agent objective functions -“ optimizing the performance of the worst-case equilibria (i.e., price of anarchy) often comes at the expense of the best-case equilibria (i.e., price of stability).
Biography: Jason R. Marden is an Associate Professor in the Department of Electrical and Computer, Engineering at the University of California, Santa Barbara. Jason received a BS in Mechanical Engineering in 2001 from UCLA, and a PhD in Mechanical Engineering in 2007, also from UCLA, under the supervision of Jeff S. Shamma, where he was awarded the Outstanding Graduating PhD Student in Mechanical Engineering. After graduating from UCLA, he served as a junior fellow in the Social and Information Sciences Laboratory at the California Institute of Technology until 2010 when he joined the University of Colorado. In 2015, Jason joined the Department of Electrical and Computer Engineering at the University of California, Santa Barbara. Jason is a recipient of the ONR Young Investigator Award (2015), NSF Career Award (2014), the AFOSR Young Investigator Award (2012), the American Automatic Control Council Donald P. Eckman Award (2012), and the SIAM/SGT Best Sicon Paper Award (2015). Furthermore, Jason is also an advisor for the students selected as finalists for the best student paper award at the IEEE Conference on Decision and Control (2011, 2016, 2017). Jason's research interests focus on game theoretic methods for the control of distributed multiagent systems.
Host: Ketan Savla, ksavla@usc.edu
More Info: http://csc.usc.edu/seminars/2019Spring/marden.html
More Information: 190408 Jason Marden CSCUSC Seminar.pdf
Location: Hughes Aircraft Electrical Engineering Center (EEB) - 132
Audiences: Everyone Is Invited
Contact: Brienne Moore
Event Link: http://csc.usc.edu/seminars/2019Spring/marden.html
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AME Seminar
Mon, Apr 08, 2019 @ 03:30 PM - 04:30 PM
Aerospace and Mechanical Engineering
Conferences, Lectures, & Seminars
Speaker: Cunjiang Yu, University of Houston
Talk Title: Manufacturing and Device Innovations of Rubbery and Curvy Electronics: Toward a Seamless Integration with Humans
Abstract: While human tissues and organs are mostly soft and curvy; conventional electronics are hard and planar. Seamlessly merging electronics with human is of imminent importance in addressing grant societal challenges in health and joy of living. However, the main challenge lies in the huge mechanical mismatch between the current form of rigid electronics and the soft curvy nature of biology.
In this talk, I will first describe a new form of electronics, namely rubbery electronics, with skin-like softness and stretchability, which is constructed based upon elastic rubbery electronic materials. As the core basis of rubbery electronics, rubbery semiconductor has been developed through composite engineering based on commercial available materials and manufactured in a scalable and reliable manner. These manufacturing and device innovations set a foundation to realize fully rubbery electronics, circuits and sensors. In particular, rubbery transistors, logic gates, integrated electronics, sensors, smart skins, implants, neuro devices, and integrated function systems will be demonstrated. In the second part of the talk, I will introduce the invention and development of conformal additive stamp (CAS) printing, a novel, reliable and versatile manufacturing technology for developing 3D curvy electronics. Electronics with 3D curvilinear layouts, especially in the size range from millimeter to centimeter with accuracy of microns, are technically very challenge to build. The major hurdle lies in the lack of a proper manufacturing technology. CAS printing has therefore been developed to solve this long-standing manufacturing challenge. Systematic understanding and extensive employment of CAS printing for various curvy electronics will be presented to illustrate its manufacturing fidelity. Devices such as smart contact lens with integrated sensors and electronics for multiple diagnostic functions will be demonstrated. Soft and curvy electronics have open a new paradigm for personal healthcare, medical diagnosis, biological studies, human-machine interfaces, soft machines, etc.
Cunjiang Yu is currently the Bill D. Cook Assistant Professor of Mechanical Engineering at the University of Houston, with joint appointments in Electrical and Computer Engineering, Materials Science and Engineering, and Biomedical Engineering. He completed his Ph.D. in Mechanical Engineering within three years at Arizona State University in 2010 and was trained as a postdoc at the University of Illinois at Urbana-Champaign before joining University of Houston in 2013. Dr. Yu was a recipient of NSF CAREER Award, ONR Young Investigator Award, MIT Technology Review 35 Top Innovators under the age of 35 -“ TR35 China, Society of Manufacturing Engineers Outstanding Young Manufacturing Engineer Award, Young Investigator Awards from American Vacuum Society and American Chemical Society, 3M Non-Tenured Faculty Award, and a few research and teaching awards at University of Houston. His recent research has been reported or highlighted by many media outlets, such as Time, Discovery, BBC News, NBC News, Science News, USA Today, etc.
Monday, April 8, 2019
3:30 PM
Laufer Library (RRB 208)
Refreshments will be served at 3:15 pm.
Host: AME Department
Location: Robert Glen Rapp Engineering Research Building (RRB) - 208 (Laufer Library)
Audiences: Everyone Is Invited
Contact: Tessa Yao
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Explore USC - Admitted Student Day
Tue, Apr 09, 2019
Viterbi School of Engineering Undergraduate Admission
University Calendar
Explore USC is the most comprehensive campus visit program for admitted students. It is a full-day program that allows you to interact with dozens of our current students, tour the campus, learn more about financial aid, gives you opportunities to sit in on classes, and start the morning with the Viterbi School of Engineering.
Your time with us in the Viterbi School will take you through an informative session on our academic programs. We will arrange a meeting with faculty from the major you are interested in as well as engineering facility tours of that same area. For lunch we will have you hanging out with some of our engineering students for a few hours, eating in the dinning facilities, seeing the residence halls, but most importantly experiencing the full USC atmosphere.
Once admitted, students can find the RSVP link in their USC Applicant Portal.Audiences: Admitted Students & Family Members
Contact: Viterbi Admission
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Spring 2019 ITP Open House
Tue, Apr 09, 2019 @ 02:00 PM - 04:00 PM
Technology & Applied Computing Program (TAC)
Workshops & Infosessions
All current and prospective students are invited to attend. Learn about our classes, ask questions about our minor programs, and meet our faculty.
We'll have snacks from Porto's Bakery to enjoy with coffee and tea, and advisers will be available to answer questions about course planning and how to declare minors! Stop by whenever you are able to. No RSVP required.More Information: Spring 2019 ITP Open Houses.pdf
Location: Kaprielian Hall (KAP) - 148
Audiences: Everyone Is Invited
Contact: Tim Gotimer
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Epstein Institute Seminar - ISE 651
Tue, Apr 09, 2019 @ 03:30 PM - 04:50 PM
Daniel J. Epstein Department of Industrial and Systems Engineering
Conferences, Lectures, & Seminars
Speaker: Dr. Erick Delage, Associate Professor, HEC Montreal
Talk Title: Preference Robust Utility-based Shortfall Risk Minimization
Host: Dr. Phebe Vayanos
More Information: April 9, 2019.pdf
Location: Ethel Percy Andrus Gerontology Center (GER) - 206
Audiences: Everyone Is Invited
Contact: Grace Owh
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Mork Family Department of Chemical Engineering and Materials Science Seminar - Lyman L. Handy Colloquia
Tue, Apr 09, 2019 @ 04:00 PM - 05:20 PM
Mork Family Department of Chemical Engineering and Materials Science
Conferences, Lectures, & Seminars
Speaker: Professor Nick Sahinidis, Chemical Engineering, Carnegie Mellon University
Talk Title: ALAMO: Machine learning from data and first principles
Abstract: We have developed the ALAMO methodology with the aim of producing a tool capable of using data to learn algebraic models that are accurate and as simple as possible. ALAMO relies on (a) integer nonlinear optimization to build low-complexity models from input-output data, (b) derivative-free optimization to collect additional data points that can be used to improve tentative models, and (c) global optimization to enforce physical constraints on the mathematical structure of the model. We present computational results and comparisons between ALAMO and a variety of learning techniques, including Latin hypercube sampling, simple least-squares regression, and the lasso. We also describe results from applications in CO2 capture that motivated the development of ALAMO.
Host: Dr. Joe Qin
Location: John Stauffer Science Lecture Hall (SLH) - 200
Audiences: Everyone Is Invited
Contact: Karen Woo/Mork Family
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Denver, CO - Admitted Student Reception
Wed, Apr 10, 2019
Viterbi School of Engineering Undergraduate Admission
University Calendar
These Admitted Student Programs, hosted by the Undergraduate Admission Office, provide admitted students and their families an opportunity to meet admission counselors, representatives from academic departments, alumni, and you will have the opportunity to meet other admitted students from your local area. Viterbi and University Admission counselors will be there to answer any questions you might have, tell you more about campus life and your specific academic program, and welcome you to the Trojan Family. The program will last approximately two hours.
We love seeing our newly admitted students in person! if you live in or near a city we will be visiting, we encourage you to join us!
Once admitted, students can find the RSVP link in their USC Applicant Portal.Audiences: Admitted Students & Family Members
Contact: Viterbi Admission
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Seoul, South Korea - Admitted Student Reception
Wed, Apr 10, 2019
Viterbi School of Engineering Undergraduate Admission
University Calendar
These Admitted Student Programs, hosted by the Undergraduate Admission Office, provide admitted students and their families an opportunity to meet admission counselors, representatives from academic departments, alumni, and you will have the opportunity to meet other admitted students from your local area. Viterbi and University Admission counselors will be there to answer any questions you might have, tell you more about campus life and your specific academic program, and welcome you to the Trojan Family. The program will last approximately two hours.
We love seeing our newly admitted students in person! if you live in or near a city we will be visiting, we encourage you to join us!
Once admitted, students can find the RSVP link in their USC Applicant Portal.Audiences: Admitted Students & Family Members
Contact: Viterbi Admission
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Preview USC - Admitted Student Half-Day
Wed, Apr 10, 2019
Viterbi School of Engineering Undergraduate Admission
University Calendar
Preview USC is a half-day program covering topics related to housing, financial aid, and transitioning from high school to college. It also offers the opportunity for admitted students to sit in on classes, be part of a session in the Viterbi School of Engineering, and interact with a number of current students in a shorter period of time.
Once admitted, students can find the RSVP link in their USC Applicant Portal.Audiences: Admitted Students & Family Members
Contact: Viterbi Admission
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Computer Science General Faculty Meeting
Wed, Apr 10, 2019 @ 12:00 AM - 02:00 PM
Thomas Lord Department of Computer Science
Receptions & Special Events
Bi-Weekly regular faculty meeting for invited full-time Computer Science faculty only. Event details emailed directly to attendees.
Location: Ronald Tutor Hall of Engineering (RTH) - 526
Audiences: Invited Faculty Only
Contact: Assistant to CS chair
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Joint Seminar Series on Center for Cyber-Physical Systems and METRANS
Wed, Apr 10, 2019 @ 02:00 PM - 03:00 PM
Ming Hsieh Department of Electrical and Computer Engineering
Conferences, Lectures, & Seminars
Speaker: Qi Alfred Chen, Computer Science at University California, Irvine
Talk Title: Ghost Cars and Fake Obstacles: Automated Security Analysis of Emerging Smart Transportation Systems
Series: Joint Seminar Series on Center for Cyber-Physical Systems and METRANS
Abstract: Transportation systems today will soon be transformed profoundly due to two recent technology advances: Connected Vehicle (CV) and Autonomous Vehicle (AV). Such transformation leads to the creation of a series of next-generation transportation systems which can substantially improve the quality of our everyday life. However, this also brings new features and operation modes into the transportation ecosystem, e.g., network connectivity and machine learning based sensing, which may introduce new security problem and challenges. In this talk, I will describe my current research that initiates the first effort towards systematically understanding the robustness of the software-based control in CV and AV systems.
Biography: Qi Alfred Chen is an Assistant Professor in the Department of Computer Science at UCI. His research interest is network and systems security, and addressing security challenges through systematic problem analysis and mitigation. His work has high impact in both academic and industry with over 10 top-tier conference papers, a DHS US-CERT alert, multiple CVEs, and over 50 news articles by major news media such as Fortune and BBC News.
Host: Ketan Savla
Location: Hughes Aircraft Electrical Engineering Center (EEB) - EEB 132
Audiences: Everyone Is Invited
Contact: Talyia White
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AME Seminar
Wed, Apr 10, 2019 @ 03:30 PM - 04:30 PM
Aerospace and Mechanical Engineering
Conferences, Lectures, & Seminars
Speaker: Owen McCarty, Oregon Health & Science University
Talk Title: The Blood Microenvironment in Thrombosis and Hemostasis: The Good, Bad and the Sticky
Abstract: Hemostatic plug formation upon blood vessel breach is initiated by platelet recruitment, activation and aggregation in concert with thrombin generation and fibrin formation. However, a similar process can also lead to pathological processes including deep vein thrombosis, ischemic stroke, or myocardial infarction, among others. We have developed narrow mechanism-specific agents targeting the intrinsic pathway of coagulation and demonstrated that experimental thrombosis and platelet production in primates is interrupted by selective inhibition of activation of coagulation factor (F)XI by FXIIa. In this seminar, I will present new data on the role of the endothelium in inactivating FXI, as well as studies on whether inhibiting FXI is beneficial in a non-human primate model of sepsis. I will present our first data from our clinical trial on the safety of inhibition of FXI, and plans to test the efficacy of FXI inhibition in dialysis. The understanding of the mechanisms by which the intrinsic pathway of coagulation promotes thrombus formation may support the rationale for the development of selective, safe and effective antithrombotic strategies targeting FXI.
Owen McCarty, a native of Rochester, received his B.S. in Chemical Engineering from SUNY Buffalo, and a Ph.D. degree in Chemical Engineering from Johns Hopkins University, where his research focused on the identification and characterization of tumor cell receptors for blood platelets and leukocytes. He performed his postdoctoral research on platelet cell biology in the Pharmacology Department at the University of Oxford and University of Birmingham, UK in the group of Dr. Steve Watson. Dr. McCarty joined Oregon Health & Science University in 2005, where he holds an appointment as a Professor in the Departments of Biomedical Engineering and Cell, Developmental & Cancer Biology and the Division of Hematology & Medical Oncology in the OHSU School of Medicine. Dr. McCarty serves as the Chair of the Biomedical Engineering Department and a fellow of the American Heart Association.
Wednesday, April 10, 2019
3:30 PM
Seaver Science Library, Room 150 (SSL 150)
Refreshments will be served at 3:15 pm.
Host: AME Department
Location: Seaver Science Library (SSL) - 150
Audiences: Everyone Is Invited
Contact: Tessa Yao
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CAIS Seminar: Dan Berry (University of Minnesota) - It's Complex: Embracing Dynamic Complexity in Children's Self-Regulation Development
Wed, Apr 10, 2019 @ 04:00 PM - 05:00 PM
Thomas Lord Department of Computer Science
Conferences, Lectures, & Seminars
Speaker: Dr. Dan Berry, University of Minnesota
Talk Title: It's Complex: Embracing Dynamic Complexity in Children's Self-Regulation Development
Series: USC Center for Artificial Intelligence in Society (CAIS) Seminar Series
Abstract: Developmental psychologists often invoke the idea that human development reflects "dynamic systems"-”complex, non-linear processes (e.g., physiological, neural, psychological, behavioral) that organize the way we adapt to changing contextual demands. In practice, however, these complexities often serve more as theoretical touchstones than purposeful targets of investigation. In this presentation, Dr. Berry introduces some of the ways that we've begun to leverage the time-series dynamics of visual gaze, behavior, and autonomic physiology as a means of better understanding these complexities in children's self-regulation development.
This lecture satisfies requirements for CSCI 591: Research Colloquium.
Biography: Daniel Berry is an Assistant Professor at the Institute of Child Development, University of Minnesota. His research concerns the "real-time" and long-term role of context in children's self-regulation development.
Host: Milind Tambe
Location: James H. Zumberge Hall Of Science (ZHS) - 252
Audiences: Everyone Is Invited
Contact: Computer Science Department
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Explore USC - Admitted Student Day
Thu, Apr 11, 2019
Viterbi School of Engineering Undergraduate Admission
University Calendar
Explore USC is the most comprehensive campus visit program for admitted students. It is a full-day program that allows you to interact with dozens of our current students, tour the campus, learn more about financial aid, gives you opportunities to sit in on classes, and start the morning with the Viterbi School of Engineering.
Your time with us in the Viterbi School will take you through an informative session on our academic programs. We will arrange a meeting with faculty from the major you are interested in as well as engineering facility tours of that same area. For lunch we will have you hanging out with some of our engineering students for a few hours, eating in the dinning facilities, seeing the residence halls, but most importantly experiencing the full USC atmosphere.
Once admitted, students can find the RSVP link in their USC Applicant Portal.Audiences: Admitted Students & Family Members
Contact: Viterbi Admission
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CS Colloquium: Tyler Sorensen (Princeton University) - Reasoning About Heterogenous Computing
Thu, Apr 11, 2019 @ 09:30 AM - 10:30 AM
Thomas Lord Department of Computer Science
Conferences, Lectures, & Seminars
Speaker: Tyler Sorensen, Princeton University
Talk Title: Reasoning About Heterogenous Computing
Series: CS Colloquium
Abstract: Heterogeneous system designs have allowed computing efficiency to scale past fundamental constraints of transistors. Such systems are now the computation workhorses behind everyday technology, from speech recognition trained on clusters of GPUs, to efficient SoC designs in mobile phones. However, programming for these systems presents many challenges, specifically in orchestrating synchronization. Examining general purpose GPU (GPGPU) programming is a pragmatic start towards general heterogeneous reasoning, as GPGPU programming models expose hardware specialization and heterogeneous-aware constructs. In this talk, I discuss my work in this area, which has identified important areas of under-specification in GPGPU programming and laid the foundations for specification repairs.
First, I will present work on testing memory consistency models, i.e. the rules governing fine-grained communication, for GPGPUs. This work exposed wide-spread confusion in the GPGPU community, including identifying programming errors in two Nvidia-endorsed textbooks. Second, I will present work on GPGPU forward progress models, which defines a progress abstraction that allows cross-vendor GPGPU global barrier synchronization. This can then be used in an optimization for GPGPU graph traversal applications, achieving over a 10x speedup on Intel and AMD GPUs. The talk concludes by showing that GPGPU reasoning is a natural foundation for future work targeting general heterogeneous programming.
This lecture satisfies requirements for CSCI 591: Research Colloquium
Biography: Tyler Sorensen is a PostDoc at Princeton University in Professor Margaret Martonosi's architecture group working on designing new heterogeneous systems. He received his PhD from Imperial College London under the supervision of Dr. Alastair Donaldson. His thesis work involved rigorous reasoning about GPGPU programming, with an emphasis on fine-grained synchronization idioms. This work has been published widely (including two distinguished paper awards at PLDI'18 and
FSE'17) and presented to major GPU vendors, including Nvidia, AMD and ARM. Tyler received his MS/BS from University of Utah, where he received the 2014 Outstanding Senior Award. He has done internships at both Microsoft Research and Nvidia.
Host: Jyotirmoy Deshmukh
Location: Ronald Tutor Hall of Engineering (RTH) - 109
Audiences: Everyone Is Invited
Contact: Assistant to CS chair
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CS Colloquium: Motahhare Eslami (University of Illinois at Urbana-Champaign) - Participating and Designing around Algorithmic Sociotechnical Systems
Thu, Apr 11, 2019 @ 11:00 AM - 12:00 PM
Thomas Lord Department of Computer Science
Conferences, Lectures, & Seminars
Speaker: Motahhare Eslami, University of Illinois at Urbana-Champaign
Talk Title: Participating and Designing around Algorithmic Sociotechnical Systems
Series: CS Colloquium
Abstract: Algorithms play a vital role in curating online information in socio-technical systems, however, they are usually housed in black-boxes that limit users' understanding of how an algorithmic decision is made. While this opacity partly stems from protecting intellectual property and preventing malicious users from gaming the system, it is also designed to provide users with seamless, effortless system interactions. However, this opacity can result in misinformed behavior among users, particularly when there is no clear feedback mechanism for users to understand the effects of their own actions on an algorithmic system. The increasing prevalence and power of these opaque algorithms coupled with their sometimes biased and discriminatory decisions raise questions about how knowledgeable users are and should be about the existence, operation and possible impacts of these algorithms. In this talk, I will address these questions by exploring ways to investigate users' behavior around opaque algorithmic systems. I will then present new design techniques that communicate opaque algorithmic processes to users and provide them with a more informed, satisfying, and engaging interaction. In doing so, I will add new angles to the old idea of understanding the interaction between users and automation by designing around algorithm sensemaking and transparency.
This lecture satisfies requirements for CSCI 591: Research Colloquium
Biography: Motahhare Eslami is a Ph.D. Candidate in Computer Science at the University of Illinois at Urbana-Champaign, where she is advised by Karrie Karahalios. Motahhare's research develops new communication techniques between users and opaque algorithmic socio-technical systems to provide users a more informed, satisfying, and engaging interaction. Her work has been recognized with a Google PhD Fellowship, Best Paper Award at ACM CHI, and has been covered in mainstream media such as Time, The Washington Post, Huffington Post, the BBC, Fortune, and Quartz. Motahhare is also a Facebook and Adobe PhD fellowship finalist, and a recipient of C.W. Gear Outstanding Graduate Student Award, Saburo Muroga Endowed Fellowship, Feng Chen Memorial Award, Young Researcher in Heidelberg Laureate Forum and Rising Stars in EECS.
Host: Heather Culbertson
Location: Olin Hall of Engineering (OHE) - 132
Audiences: Everyone Is Invited
Contact: Assistant to CS chair
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Mercedes-Benz Trojan Talk
Thu, Apr 11, 2019 @ 06:30 PM - 08:00 PM
Viterbi School of Engineering Career Connections
Workshops & Infosessions
Mercedes-Benz Research and Development
Location: Seeley G. Mudd Building (SGM) - 101
Audiences: Everyone Is Invited
Contact: RTH 218 Viterbi Career Connections
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Social Night with AAAI@USC
Thu, Apr 11, 2019 @ 07:00 PM - 08:30 PM
Viterbi School of Engineering Student Organizations
Student Activity
Join AAAI for a night of fun AI games, free food and drinks, and interesting conversations about the world of Artificial Intelligence with fellow Trojans and professors involved in the field of AI at USC!
Students from all backgrounds are encouraged to come!
Attractions include:
- Reinforcement Learning Games designed by our team member and AI project manager Shaily Parikh
- Cookie Decorating Contest (throw some cookies on the table, connect the cookie nodes with some icing, slap on some weights and biases)
- Coloring Book Station
- FREE FOOD AND DRINKS!!
Details:
7:00pm, Thursday April 11th @VKC156
RSVP: https://forms.gle/DJfJApe7xmeDufcFALocation: Von Kleinsmid Center For International & Public Affairs (VKC) - 156
Audiences: Everyone Is Invited
Contact: AAAI@USC
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Taipei, Taiwan - Admitted Student Reception
Fri, Apr 12, 2019
Viterbi School of Engineering Undergraduate Admission
University Calendar
These Admitted Student Programs, hosted by the Undergraduate Admission Office, provide admitted students and their families an opportunity to meet admission counselors, representatives from academic departments, alumni, and you will have the opportunity to meet other admitted students from your local area. Viterbi and University Admission counselors will be there to answer any questions you might have, tell you more about campus life and your specific academic program, and welcome you to the Trojan Family. The program will last approximately two hours.
We love seeing our newly admitted students in person! if you live in or near a city we will be visiting, we encourage you to join us!
Once admitted, students can find the RSVP link in their USC Applicant Portal.Audiences: Admitted Students & Family Members
Contact: Viterbi Admission
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Individual Grammar Tutorials
Fri, Apr 12, 2019 @ 10:30 AM - 12:00 PM
Viterbi School of Engineering Student Affairs
Workshops & Infosessions
Viterbi graduate and undergraduate students are invited to sign up for individual grammar assistance from professors at the Engineering Writing Program. Sign up for one-on-one individual sessions here: http://bit.ly/grammaratUSC
Questions? Email helenhch@usc.eduLocation: Olin Hall of Engineering (OHE) - 106
Audiences: Graduate and Undergraduate Students
Contact: Helen Choi
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ECE Seminar: Verification and Synthesis Algorithms for Safe Autonomy
Fri, Apr 12, 2019 @ 11:00 AM - 12:00 PM
Ming Hsieh Department of Electrical and Computer Engineering
Conferences, Lectures, & Seminars
Speaker: Chuchu Fan, PhD Candidate, UIUC
Talk Title: Verification and Synthesis Algorithms for Safe Autonomy
Abstract: A single design defect can wreak havoc across thousands of deployed instances of autonomous systems or cyber-physical systems (CPS) such as self-driving cars, drones, and medical devices. Can rigorous approaches based on formal methods and control theory improve safety in autonomous systems by transforming the conventional trial-and-error paradigm? Verification and synthesis for typical models of real-world autonomous systems and CPS are well-known to be hard due to their high dimensionality, nonlinearities, and their nondeterministic and hybrid nature. In this talk, I will present new verification and synthesis algorithms which suggest that these challenges can be overcome and that rigorous approaches are indeed promising. The common ingredient underlying my algorithms is automated sensitivity analysis, which leads to semi-decision procedures for verification and synthesis, with soundness, completeness, and optimality guarantees. I will introduce the first bounded safety verification algorithm for nonlinear hybrid systems. This data-driven algorithm, which is the basis for the C2E2 tool, can also be used for compositional verification of networked and distributed autonomous systems. Then I will present my work on the DryVR framework, which is the first approach that can verify real-world CPS with incomplete or imprecise mathematical models. The final part of my talk will rely on symbolic sensitivity analysis with applications in control synthesis for large linear systems with disturbances. I will discuss successful applications in autonomous driving scenarios, powertrain control, circuits, and medical devices as examples to show the power of these tools for solving challenging problems in a wide range of engineering domains.
Biography: Chuchu Fan is a Ph.D. candidate in the Electrical and Computer Engineering at the University of Illinois at Urbana-Champaign. She received her Bachelor's degree from Tsinghua University, Department of Automation in 2013. Her research interests are in the areas of formal methods and control for safe autonomy. She is a recipient of multiple prestigious awards including Mavis Future Faculty Fellowship (2018), Young Researcher for Heidelberg Laureate Forum (2017), Rising Stars in EECS (2016), EMSOFT'16 Best Paper finalist, and Robert Bosch Best Verification Award in CPSWeek'15. Her research achievements are also recognized with a Mac Van Valkenburg Research Award (2018), a Yi-Min Wang and Pi-Yu Chung Endowed Research Award (2017), and a Rambus Fellowship (2016).
Host: Professor Paul Bogdan, pbogdan@usc.edu
Location: Hughes Aircraft Electrical Engineering Center (EEB) - 248
Audiences: Everyone Is Invited
Contact: Mayumi Thrasher
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W.V.T. RUSCH ENGINEERING HONORS COLLOQUIUM
Fri, Apr 12, 2019 @ 01:00 PM - 01:50 PM
USC Viterbi School of Engineering
Conferences, Lectures, & Seminars
Speaker: Mr. Bradley Turner, Vice President and General Manager, Datatronics Romoland Inc.
Talk Title: Beneficial Confusion and Curiosity
Host: EHP and Dr. Prata
Location: Henry Salvatori Computer Science Center (SAL) - 101
Audiences: Everyone Is Invited
Contact: Amanda McCraven
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San Francisco Bay Area, CA - Admitted Student Reception
Sat, Apr 13, 2019
Viterbi School of Engineering Undergraduate Admission
University Calendar
These Admitted Student Programs, hosted by the Undergraduate Admission Office, provide admitted students and their families an opportunity to meet admission counselors, representatives from academic departments, alumni, and you will have the opportunity to meet other admitted students from your local area. Viterbi and University Admission counselors will be there to answer any questions you might have, tell you more about campus life and your specific academic program, and welcome you to the Trojan Family. The program will last approximately two hours.
We love seeing our newly admitted students in person! if you live in or near a city we will be visiting, we encourage you to join us!
Once admitted, students can find the RSVP link in their USC Applicant Portal.Audiences: Admitted Students & Family Members
Contact: Viterbi Admission
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Honolulu, HI - Admitted Student Reception
Sat, Apr 13, 2019
Viterbi School of Engineering Undergraduate Admission
University Calendar
These Admitted Student Programs, hosted by the Undergraduate Admission Office, provide admitted students and their families an opportunity to meet admission counselors, representatives from academic departments, alumni, and you will have the opportunity to meet other admitted students from your local area. Viterbi and University Admission counselors will be there to answer any questions you might have, tell you more about campus life and your specific academic program, and welcome you to the Trojan Family. The program will last approximately two hours.
We love seeing our newly admitted students in person! if you live in or near a city we will be visiting, we encourage you to join us!
Once admitted, students can find the RSVP link in their USC Applicant Portal.Audiences: Admitted Students & Family Members
Contact: Viterbi Admission
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Chicago, IL - Admitted Student Reception
Sun, Apr 14, 2019
Viterbi School of Engineering Undergraduate Admission
University Calendar
These Admitted Student Programs, hosted by the Undergraduate Admission Office, provide admitted students and their families an opportunity to meet admission counselors, representatives from academic departments, alumni, and you will have the opportunity to meet other admitted students from your local area. Viterbi and University Admission counselors will be there to answer any questions you might have, tell you more about campus life and your specific academic program, and welcome you to the Trojan Family. The program will last approximately two hours.
We love seeing our newly admitted students in person! if you live in or near a city we will be visiting, we encourage you to join us!
Once admitted, students can find the RSVP link in their USC Applicant Portal.Audiences: Admitted Students & Family Members
Contact: Viterbi Admission
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Hong Kong - Admitted Student Reception
Sun, Apr 14, 2019
Viterbi School of Engineering Undergraduate Admission
University Calendar
These Admitted Student Programs, hosted by the Undergraduate Admission Office, provide admitted students and their families an opportunity to meet admission counselors, representatives from academic departments, alumni, and you will have the opportunity to meet other admitted students from your local area. Viterbi and University Admission counselors will be there to answer any questions you might have, tell you more about campus life and your specific academic program, and welcome you to the Trojan Family. The program will last approximately two hours.
We love seeing our newly admitted students in person! if you live in or near a city we will be visiting, we encourage you to join us!
Once admitted, students can find the RSVP link in their USC Applicant Portal.Audiences: Admitted Students & Family Members
Contact: Viterbi Admission
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Seattle, WA - Admitted Student Reception
Sun, Apr 14, 2019
Viterbi School of Engineering Undergraduate Admission
University Calendar
These Admitted Student Programs, hosted by the Undergraduate Admission Office, provide admitted students and their families an opportunity to meet admission counselors, representatives from academic departments, alumni, and you will have the opportunity to meet other admitted students from your local area. Viterbi and University Admission counselors will be there to answer any questions you might have, tell you more about campus life and your specific academic program, and welcome you to the Trojan Family. The program will last approximately two hours.
We love seeing our newly admitted students in person! if you live in or near a city we will be visiting, we encourage you to join us!
Once admitted, students can find the RSVP link in their USC Applicant Portal.Audiences: Admitted Students & Family Members
Contact: Viterbi Admission
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Seattle, WA - HS Junior Program
Sun, Apr 14, 2019
Viterbi School of Engineering Undergraduate Admission
University Calendar
Join the Viterbi Admission Team - along with the USC Admission & Financial Aid staff - at the Discover USC Program. This program is perfect for high school juniors who want to get to know USC and the Viterbi School of Engineering a little better.
Discover USC is a 2-hour info session that will cover: the USC Application Process, Financial Aid, Life on Campus, Plus, an Engineering Session!
RSVP links will be provided by USC Admission as they become available here.Audiences: Prospective Juniors & Family Members
Contact: Viterbi Admission
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Chicago, IL - HS Junior Program
Sun, Apr 14, 2019
Viterbi School of Engineering Undergraduate Admission
University Calendar
Join the Viterbi Admission Team - along with the USC Admission & Financial Aid staff - at the Discover USC Program. This program is perfect for high school juniors who want to get to know USC and the Viterbi School of Engineering a little better.
Discover USC is a 2-hour info session that will cover: the USC Application Process, Financial Aid, Life on Campus, Plus, an Engineering Session!
RSVP links will be provided by USC Admission as they become available here.Audiences: Prospective Juniors & Family Members
Contact: Bria Jamison
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Portland, OR - Admitted Student Reception
Mon, Apr 15, 2019
Viterbi School of Engineering Undergraduate Admission
University Calendar
These Admitted Student Programs, hosted by the Undergraduate Admission Office, provide admitted students and their families an opportunity to meet admission counselors, representatives from academic departments, alumni, and you will have the opportunity to meet other admitted students from your local area. Viterbi and University Admission counselors will be there to answer any questions you might have, tell you more about campus life and your specific academic program, and welcome you to the Trojan Family. The program will last approximately two hours.
We love seeing our newly admitted students in person! if you live in or near a city we will be visiting, we encourage you to join us!
Once admitted, students can find the RSVP link in their USC Applicant Portal.Audiences: Admitted Students & Family Members
Contact: Viterbi Admission
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Spring Explore USC
Mon, Apr 15, 2019
Viterbi School of Engineering Undergraduate Admission
University Calendar
Spring Explore is a full-day program running from 8:30am-5pm. The day includes a presentation from the Office of Admission, a USC Campus Tour, and visit with us in the Viterbi School of Engineering. During your time with us you will learn what your life will be like as an engineering student at USC, meet some of our current engineering students, see facilities and labs, and get your questions answered about the enrollment process, housing, and your "next steps".
Once admitted, students can find the RSVP link in their USC Applicant Portal.Audiences: Spring Admits & Family Members
Contact: Viterbi Admission
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Ming Hsieh Institute Research and Technology Series
Mon, Apr 15, 2019 @ 10:00 AM - 11:30 AM
Ming Hsieh Department of Electrical and Computer Engineering
Conferences, Lectures, & Seminars
Speaker: Mary Czerwinski, Principal Researcher and Research Manager of the Visualization andInteraction (VIBE) Research Group at Microsoft
Talk Title: Using Technology for Health and Wellbeing
Series: MHI Research & Technology Seminar
Abstract: How can we create technologies to help us reflect on and change our behavior, improve our health and overall wellbeing both at work and at home? In this talk, I will briefly describe the last several years of work our research team has been doing in this area. We have developed wearable technology to help families manage tense situations with their children, mobile phone-based applications for handling stress and depression, as well as logging tools that can help you stay focused or recommend good times to take a break at work. The overarching goal in all of this research is to develop tools that adapt to the user so that they can maximize their productivity and improve their health and happiness.
Biography: Dr. Mary Czerwinski is a Principal Researcher andResearch Manager of the Visualization and Interaction(VIBE) Research Group. Mary's latest research focuses primarily on emotion tracking and intervention design and delivery, information worker task management and health and wellness for individuals and groups. Her research background is in visual attention and multitasking. She holds a Ph.D. in Cognitive Psychology from Indiana University in Bloomington. Mary was awarded the ACM SIGCHI Lifetime Service Award, was inducted into the CHI Academy, and became an ACM Distinguished Scientist in 2010. She also received the Distinguished Alumni Award from Indiana University's Brain and Psychological Sciences department in 2014. Mary became a Fellow of the ACM in 2016. More information about Dr. Czerwinskican be found at her website:https://www.microsoft.com/en-us/research/people/marycz/
Host: Ming Hsieh Institute
Location: Hughes Aircraft Electrical Engineering Center (EEB) - 132
Audiences: Everyone Is Invited
Contact: Benjamin Paul
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CS Colloquium: Jeff Clune (University of Wyoming) - Understanding and Improving Deep Neural Networks
Mon, Apr 15, 2019 @ 11:00 AM - 12:00 PM
Thomas Lord Department of Computer Science
Conferences, Lectures, & Seminars
Speaker: Jeff Clune, University of Wyoming
Talk Title: Understanding and Improving Deep Neural Networks
Series: CS Colloquium
Abstract: Through deep learning, deep neural networks have produced state-of-the-art results in a number of different areas of machine learning, including computer vision, natural language processing, robotics and reinforcement learning. I will summarize three projects on better understanding deep neural networks and improving their performance. First I will describe our sustained effort to study how much deep neural networks know about the images they classify. Our team initially showed that deep neural networks are "easily fooled," meaning they will declare with near certainty that completely unrecognizable images are everyday objects. These results suggested that deep neural networks do not truly understand the objects they classify. However, our subsequent results reveal that, when augmented with powerful priors, deep neural networks actually have a surprisingly deep understanding of objects, which also enables them to be incredibly effective generative models that can produce a wide diversity of photo-realistic images. Second, I will summarize our Nature paper on learning algorithms that enable robots, after being damaged, to adapt in 1-2 minutes in order to continue performing their mission. This work combines a novel stochastic optimization algorithm with Bayesian optimization to produce state-of-the-art robot damage recovery. Third, I will describe our recent Go-Explore algorithm, which dramatically improves the ability of deep reinforcement learning algorithms to solve previously unsolvable problems wherein reward signals are sparse, meaning that intelligent exploration is required. Go-Explore solves Montezuma's Revenge, considered by many to be a grand challenge of AI research. I will also very briefly summarize a few other machine learning projects from my career, including our PNAS paper on automatically identifying, counting, and describing wild animals in images taken remotely by motion-sensor cameras.
Biography: Jeff Clune is the Loy and Edith Harris Associate Professor in Computer Science at the University of Wyoming and a Senior Research Manager and founding member of Uber AI Labs, which was formed after Uber acquired a startup he helped lead. Jeff focuses on robotics and training deep neural networks via deep learning, including deep reinforcement learning. Since 2015, a robotics paper he co-authored was on the cover of Nature, a deep learning paper from his lab was on the cover of the Proceedings of the National Academy of Sciences, he won an NSF CAREER award, his deep learning papers were awarded honors (best paper awards and/or oral presentations) at the top machine learning conferences (NeurIPS, CVPR, ICLR, and ICML), he was an invited speaker at five ICML and two NeurIPS workshops (including the NeurIPS Deep Reinforcement Learning Workshop), and he was invited to give a forthcoming ICML tutorial. His research is regularly covered in the press, including the New York Times, NPR, NBC, Wired, the BBC, the Economist, Science, Nature, National Geographic, the Atlantic, and the New Scientist. Prior to becoming a professor, he was a Research Scientist at Cornell University and received degrees from Michigan State University (PhD, master's) and the University of Michigan (bachelor's).
Host: Yan Liu
Location: Ronald Tutor Hall of Engineering (RTH) - 115
Audiences: Everyone Is Invited
Contact: Assistant to CS chair
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Spring 2019 ITP Open House
Mon, Apr 15, 2019 @ 04:00 PM - 06:00 PM
Technology & Applied Computing Program (TAC)
Workshops & Infosessions
All current and prospective students are invited to attend. Learn about our classes, ask questions about our minor programs, and meet our faculty.
We'll have snacks from Porto's Bakery to enjoy with coffee and tea, and advisers will be available to answer questions about course planning and how to declare minors! Stop by whenever you are able to. No RSVP required.More Information: Spring 2019 ITP Open Houses.pdf
Location: Von Kleinsmid Center For International & Public Affairs (VKC) - 155
Audiences: Everyone Is Invited
Contact: Tim Gotimer
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Shanghai, China - Admitted Student Reception
Tue, Apr 16, 2019
Viterbi School of Engineering Undergraduate Admission
University Calendar
These Admitted Student Programs, hosted by the Undergraduate Admission Office, provide admitted students and their families an opportunity to meet admission counselors, representatives from academic departments, alumni, and you will have the opportunity to meet other admitted students from your local area. Viterbi and University Admission counselors will be there to answer any questions you might have, tell you more about campus life and your specific academic program, and welcome you to the Trojan Family. The program will last approximately two hours.
We love seeing our newly admitted students in person! if you live in or near a city we will be visiting, we encourage you to join us!
Once admitted, students can find the RSVP link in their USC Applicant Portal.Audiences: Admitted Students & Family Members
Contact: Viterbi Admission
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Miami, FL - Admitted Student Reception
Tue, Apr 16, 2019
Viterbi School of Engineering Undergraduate Admission
University Calendar
These Admitted Student Programs, hosted by the Undergraduate Admission Office, provide admitted students and their families an opportunity to meet admission counselors, representatives from academic departments, alumni, and you will have the opportunity to meet other admitted students from your local area. Viterbi and University Admission counselors will be there to answer any questions you might have, tell you more about campus life and your specific academic program, and welcome you to the Trojan Family. The program will last approximately two hours.
We love seeing our newly admitted students in person! if you live in or near a city we will be visiting, we encourage you to join us!
Once admitted, students can find the RSVP link in their USC Applicant Portal.Audiences: Admitted Students & Family Members
Contact: Viterbi Admission
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Explore USC - Admitted Student Day
Tue, Apr 16, 2019
Viterbi School of Engineering Undergraduate Admission
University Calendar
Explore USC is the most comprehensive campus visit program for admitted students. It is a full-day program that allows you to interact with dozens of our current students, tour the campus, learn more about financial aid, gives you opportunities to sit in on classes, and start the morning with the Viterbi School of Engineering.
Your time with us in the Viterbi School will take you through an informative session on our academic programs. We will arrange a meeting with faculty from the major you are interested in as well as engineering facility tours of that same area. For lunch we will have you hanging out with some of our engineering students for a few hours, eating in the dinning facilities, seeing the residence halls, but most importantly experiencing the full USC atmosphere.
Once admitted, students can find the RSVP link in their USC Applicant Portal.Audiences: Admitted Students & Family Members
Contact: Viterbi Admission
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CS Colloquium: Owolabi Legunsen (University of Illinois at Urbana-Champaign) - Evolution-Aware Runtime Verification
Tue, Apr 16, 2019 @ 11:00 AM - 12:00 PM
Thomas Lord Department of Computer Science
Conferences, Lectures, & Seminars
Speaker: Owolabi Legunses, University of Illinois at Urbana-Champaign
Talk Title: Evolution-Aware Runtime Verification
Series: CS Colloquium
Abstract: The risk posed by software bugs has increased significantly as software is now essential to many areas of our daily lives. Runtime verification can help find bugs by monitoring program executions against formally specified properties. Over the last two decades, tremendous research progress has improved the performance of runtime verification. However, there has been very little focus on the benefits and challenges of using runtime verification during software testing. Yet, testing generates many executions on which properties can be monitored.
In this talk, I will describe my work on studying and improving runtime verification during testing. My large-scale study was the first to show that runtime verification during testing is beneficial for finding many important bugs from tests that developers already have. However, my study also showed that runtime verification still incurs high overhead, both in machine time to monitor properties and in developer time to inspect violations of the properties. Moreover, all prior runtime verification techniques consider only one program version and would wastefully re-monitor unaffected properties and code as software evolves. To reduce the overhead across multiple program versions, I proposed the first evolution-aware runtime verification techniques. My techniques exploit the key insight that software evolves in small increments and reduce the accumulated runtime verification overhead by up to 10x, without missing new violations.
This lecture satisfies requirements for CSCI 591: Research Colloquium
Biography: Owolabi Legunsen is a PhD candidate in Computer Science at the University of Illinois at Urbana-Champaign, where he works with Darko Marinov and Grigore Rosu. Owolabi's interests are in Software Engineering and Applied Formal Methods, with a focus on Software Testing and Runtime Verification. His research goal is to improve software reliability by helping developers find more bugs, find bugs faster, and find bugs more reliably. So far, his techniques and tools helped find more than 450 bugs in over 90 open-source projects. His research on runtime verification during software testing received an ACM SIGSOFT Distinguished Paper Award at ASE 2016. More information is available on his web page: http://mir.cs.illinois.edu/legunsen
Host: Nenad Medvidovic
Location: Olin Hall of Engineering (OHE) - 132
Audiences: Everyone Is Invited
Contact: Assistant to CS chair
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Epstein Institute Seminar - ISE 651
Tue, Apr 16, 2019 @ 03:30 PM - 04:50 PM
Daniel J. Epstein Department of Industrial and Systems Engineering
Conferences, Lectures, & Seminars
Speaker: Dr. Ebru K. Bish, Associate Professor, Virginia Tech
Talk Title: Public Health Screening: Models, Algorithms, and Policies
Host: Dr. Sze-chuan Suen
More Information: April 16, 2019.pdf
Location: Ethel Percy Andrus Gerontology Center (GER) - 206
Audiences: Everyone Is Invited
Contact: Grace Owh
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MASCLE Machine Learning Seminar: Peter L. Bartlett (University of California, Berkeley) – Optimizing Probability Distributions for Learning: Sampling Meets Optimization
Tue, Apr 16, 2019 @ 04:00 PM - 05:20 PM
Thomas Lord Department of Computer Science
Conferences, Lectures, & Seminars
Speaker: Peter L. Bartlett, University of California, Berkeley
Talk Title: Optimizing Probability Distributions for Learning: Sampling Meets Optimization
Series: Machine Learning Seminar Series
Abstract: Optimization and sampling are both of central importance in large-scale machine learning problems, but they are typically viewed as very different problems. This talk presents recent results that exploit the interplay between them. Viewing Markov chain Monte Carlo sampling algorithms as performing an optimization over the space of probability distributions, we demonstrate analogs of Nesterov's acceleration approach in the sampling domain, in the form of a discretization of an underdamped Langevin diffusion. In the other direction, we view stochastic gradient optimization methods, such as those that are common in deep learning, as sampling algorithms, and study the finite-time convergence of their iterates to an invariant distribution.
Joint work with Xiang Cheng, Niladri S. Chatterji, and Michael Jordan.
This lecture satisfies requirements for CSCI 591: Research Colloquium.
Biography: Peter Bartlett is a professor in the Computer Science Division and Department of Statistics and Associate Director of the Simons Institute for the Theory of Computing at the University of California at Berkeley. His research interests include machine learning and statistical learning theory. He is the co-author, with Martin Anthony, of the book Neural Network Learning: Theoretical Foundations. He has served as an associate editor of the journals Bernoulli, Mathematics of Operations Research, the Journal of Artificial Intelligence Research, the Journal of Machine Learning Research, and the IEEE Transactions on Information Theory, and as program committee co-chair for COLT and NIPS. He was awarded the Malcolm McIntosh Prize for Physical Scientist of the Year in Australia in 2001, and was chosen as an Institute of Mathematical Statistics Medallion Lecturer in 2008, an IMS Fellow and Australian Laureate Fellow in 2011, and a Fellow of the ACM in 2018. He was elected to the Australian Academy of Science in 2015.
Host: Yan Liu, USC Machine Learning Center
Location: Henry Salvatori Computer Science Center (SAL) - 101
Audiences: Everyone Is Invited
Contact: Computer Science Department
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Mork Family Department of Chemical Engineering and Materials Science Seminar - Distinguished Lecture Series
Tue, Apr 16, 2019 @ 04:00 PM - 12:21 PM
Mork Family Department of Chemical Engineering and Materials Science
Conferences, Lectures, & Seminars
Speaker: Dr. Ruth Schwaiger, KIT
Talk Title: 3D Nano-Architected Metamaterials
Host: Dr. Andrea Hodge
Location: John Stauffer Science Lecture Hall (SLH) - 200
Audiences: Everyone Is Invited
Contact: Karen Woo/Mork Family
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Atlanta, GA - Admitted Student Reception
Wed, Apr 17, 2019
Viterbi School of Engineering Undergraduate Admission
University Calendar
These Admitted Student Programs, hosted by the Undergraduate Admission Office, provide admitted students and their families an opportunity to meet admission counselors, representatives from academic departments, alumni, and you will have the opportunity to meet other admitted students from your local area. Viterbi and University Admission counselors will be there to answer any questions you might have, tell you more about campus life and your specific academic program, and welcome you to the Trojan Family. The program will last approximately two hours.
We love seeing our newly admitted students in person! if you live in or near a city we will be visiting, we encourage you to join us!
Once admitted, students can find the RSVP link in their USC Applicant Portal.Audiences: Admitted Students & Family Members
Contact: Viterbi Admission
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Preview USC - Admitted Student Half-Day
Wed, Apr 17, 2019
Viterbi School of Engineering Undergraduate Admission
University Calendar
Preview USC is a half-day program covering topics related to housing, financial aid, and transitioning from high school to college. It also offers the opportunity for admitted students to sit in on classes, be part of a session in the Viterbi School of Engineering, and interact with a number of current students in a shorter period of time.
Once admitted, students can find the RSVP link in their USC Applicant Portal.Audiences: Admitted Students & Family Members
Contact: Viterbi Admission
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Center for Cyber-Physical Systems and Internet of Things and Ming Hsieh Institute Seminar Series
Wed, Apr 17, 2019 @ 10:30 AM - 11:30 AM
Ming Hsieh Department of Electrical and Computer Engineering
Conferences, Lectures, & Seminars
Speaker: Chi Wang, Founder and CEO of TerraQuanta
Talk Title: Algorithm Development on Planetary Scale Dataset
Series: Center for Cyber-Physical Systems and Internet of Things
Abstract: Developing algorithms on satellite data and extracting information useful for industrial applications sounds straightforward, but when the dataset becomes multiple petabytes, life becomes hard in every aspect. In this talk, we will share our experiences in 1) How we deal with large remote sensing datasets with limited infrastructure, 2) How machine learning approach combines with HPC helps with algorithm development, 3) Our application cases, e.g. predicting total planted areas of soybeans to predict soybean futures price. The talk will be tailored for general audience with engineering backgrounds, and will not go deep into technical/mathematical details.
Biography: Chi Wang obtained his B.S. degree in Electrical and Computer Engineering from Shanghai Jiao Tong University in 2011, and later obtained his Ph.D. in electrical engineering from University of Southern California in 2016. After graduation, he founded TerraQuanta in China, a startup company developing AI platform to analyze multi-PB remote sensing data. TerraQuanta provides data engine of our physical earth with a particular focus on global agriculture. Dr. Wang has successfully raised several million USD from prestigious investors in China, also he is listed "30 under "30 by Forbes China and "30 under "30 by Hurun Report.
Host: Edmond A Jonckheere
Location: Hughes Aircraft Electrical Engineering Center (EEB) - RTH 109
Audiences: Everyone Is Invited
Contact: Talyia White
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Computer Science General Faculty Meeting
Wed, Apr 17, 2019 @ 12:00 PM - 02:00 PM
Thomas Lord Department of Computer Science
Receptions & Special Events
Bi-Weekly regular faculty meeting for invited full-time Computer Science faculty only. Event details emailed directly to attendees.
Location: Michelson 101
Audiences: Invited Faculty Only
Contact: Assistant to CS chair
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Center for Cyber-Physical Systems and Internet of Things and Ming Hsieh Institute Seminar Series
Wed, Apr 17, 2019 @ 03:00 PM - 04:00 PM
Ming Hsieh Department of Electrical and Computer Engineering
Conferences, Lectures, & Seminars
Speaker: Professor Suman Chakravorty , Aerospace Engineering, Texas A&M University
Talk Title: A Decoupling Principle in Stochastic Optimal Control and Its Implications
Series: Center for Cyber-Physical Systems and Internet of Things
Abstract: The problem of Stochastic Optimal Control is ubiquitous in Robotics and Control since it is the fundamental formulation for decision-making under uncertainty. The answer to the problem can be computed by solving an associated Dynamic Programming (DP) problem. Unfortunately, the DP paradigm is also synonymous with the infamous "Curse of Dimensionality (COD)", a phrase coined by the discoverer of the Dynamic Programming paradigm, Richard Bellman, nearly 60 years ago, to capture the fact that the computational complexity of solving a DP problem grows exponentially in the dimension of the state space of the problem.
In this talk, we will introduce a newly discovered paradigm in stochastic optimal control, called Decoupling, that allows us to separate the design of the open and closed loops of a stochastic optimal control problem with continuous control space. This "Decoupled" solution allows us to break the COD inherent in DP problems, while remaining near-optimal, to third order, to the true stochastic control. The implications of the Decoupled design are examined in the context of Model Predictive Control (MPC) and Reinforcement Learning (RL). We shall introduce two algorithms, called the Trajectory Optimized Perturbation Feedback Control (T-PFC), and the Decoupled Data based Control(D2C), for the MPC and RL problems respectively. We shall also examine the consequences of the decoupling principle in partially observed/ belief space planning problems and present the Trajectory optimized Linear Quadratic Gaussian (T-LQG) algorithm.
Biography: Suman Chakravorty obtained his B.Tech in Mechanical Engineering in 1997 from the Indian Institute of Technology, Madras and his PhD in Aerospace Engineering from the University of Michigan, Ann Arbor in 2004. From August 2004- August 2010, he was an Assistant Professor with the Aerospace Engineering Department at Texas A&M University, College Station and since August 2010, he has been an Associate Professor in the department. Dr. Chakravorty's broad research interests lie in the estimation and control of stochastic dynamical systems with application to autonomous, distributed robotic mapping and planning, and situational awareness problems. He is a member of AIAA, ASME and IEEE. He is an Associate Editor for the ASME Journal on Dynamical Systems, Measurement and Control and the IEEE Robotics and Automation Letters.
Host: Mihailo Jovanovic
Location: Hughes Aircraft Electrical Engineering Center (EEB) - 132
Audiences: Everyone Is Invited
Contact: Talyia White
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GSBME Game Night
Wed, Apr 17, 2019 @ 06:00 PM - 08:00 PM
Alfred E. Mann Department of Biomedical Engineering
Student Activity
Graduate students are invited to come along to this month's GSBME Game Night, in conjunction with the Graduate Association of Students in Physics. Bring along your board games and enjoy free food from Papa Cristo's.
Location: Corwin D. Denney Research Center (DRB) - DRB 145
Audiences: Graduate
Contact: Greta Harrison
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Beijing, China - Admitted Student Reception
Thu, Apr 18, 2019
Viterbi School of Engineering Undergraduate Admission
University Calendar
These Admitted Student Programs, hosted by the Undergraduate Admission Office, provide admitted students and their families an opportunity to meet admission counselors, representatives from academic departments, alumni, and you will have the opportunity to meet other admitted students from your local area. Viterbi and University Admission counselors will be there to answer any questions you might have, tell you more about campus life and your specific academic program, and welcome you to the Trojan Family. The program will last approximately two hours.
We love seeing our newly admitted students in person! if you live in or near a city we will be visiting, we encourage you to join us!
Once admitted, students can find the RSVP link in their USC Applicant Portal.Audiences: Admitted Students & Family Members
Contact: Viterbi Admission
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Explore USC - Admitted Student Day
Thu, Apr 18, 2019
Viterbi School of Engineering Undergraduate Admission
University Calendar
Explore USC is the most comprehensive campus visit program for admitted students. It is a full-day program that allows you to interact with dozens of our current students, tour the campus, learn more about financial aid, gives you opportunities to sit in on classes, and start the morning with the Viterbi School of Engineering.
Your time with us in the Viterbi School will take you through an informative session on our academic programs. We will arrange a meeting with faculty from the major you are interested in as well as engineering facility tours of that same area. For lunch we will have you hanging out with some of our engineering students for a few hours, eating in the dinning facilities, seeing the residence halls, but most importantly experiencing the full USC atmosphere.
Once admitted, students can find the RSVP link in their USC Applicant Portal.Audiences: Admitted Students & Family Members
Contact: Viterbi Admission
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Individual Grammar Tutorials
Thu, Apr 18, 2019 @ 11:00 AM - 12:00 PM
Viterbi School of Engineering Student Affairs
Workshops & Infosessions
LAST GRAMMAR TUTORIAL OF THE SEMESTER!
Viterbi graduate and undergraduate students are invited to sign up for individual grammar assistance from professors at the Engineering Writing Program. Sign up for one-on-one individual sessions here: http://bit.ly/grammaratUSC
Questions? Email helenhch@usc.edu
Location: Olin Hall of Engineering (OHE) - 106
Audiences: Graduate and Undergraduate Students
Contact: Helen Choi
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Center for Cyber-Physical Systems and Internet of Things and Ming Hsieh Institute Seminar Series
Thu, Apr 18, 2019 @ 11:00 AM - 12:00 PM
Ming Hsieh Department of Electrical and Computer Engineering
Conferences, Lectures, & Seminars
Speaker: Prof. Marco Pavone, Aeronautics and Astronautics at Stanford University
Talk Title: Autonomous Mobility-on-Demand Systems for Future Urban Mobility
Series: Center for Cyber-Physical Systems and Internet of Things
Abstract: In this talk I will discuss the operational and societal aspects of autonomous mobility-on-demand (AMoD) systems, a rapidly developing mode of transportation wherein mobility is provided on demand by robotic, self-driving vehicles. Specifically, I will discuss AMoD systems along three dimensions: (1) modeling, namely mathematical frameworks capable of capturing the salient dynamic and stochastic features of customer demand, (2) control, that is coordination algorithms for the vehicles aimed at throughput maximization, and (3) societal, entailing system-level studies characterizing the interaction between AMoD and other infrastructures, such as the electric power and public transit networks. I will conclude the talk by presenting a number of directions for future research.
Biography: Dr. Marco Pavone is an Associate Professor of Aeronautics and Astronautics at Stanford University, where he is the Director of the Autonomous Systems Laboratory and Co-Director of the Center for Automotive Research at Stanford. Before joining Stanford, he was a Research Technologist within the Robotics Section at the NASA Jet Propulsion Laboratory. He received a Ph.D. degree in Aeronautics and Astronautics from the Massachusetts Institute of Technology in 2010. His main research interests are in the development of methodologies for the analysis, design, and control of autonomous systems, with an emphasis on self-driving cars, autonomous aerospace vehicles, and future mobility systems. He is a recipient of a number of awards, including a Presidential Early Career Award for Scientists and Engineers from President Barack Obama, an ONR YIP Award, an NSF CAREER Award, and a NASA Early Career Faculty Award. He was identified by the American Society for Engineering Education (ASEE) as one of America's 20 most highly promising investigators under the age of 40. His work has been recognized with best paper nominations or awards at the IEEE International Conference on Intelligent Transportation Systems, at the Field and Service Robotics Conference, at the Robotics: Science and Systems Conference, at the ROBOCOMM Conference, and at NASA symposia. He is currently serving as an Associate Editor for the IEEE Control Systems Magazine.
Host: Paul Bogdan
Location: Henry Salvatori Computer Science Center (SAL) - 109
Audiences: Everyone Is Invited
Contact: Talyia White
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NL-Seminar-Learning Neural Network Hyperparameters for Machine Translation
Thu, Apr 18, 2019 @ 11:00 AM - 12:00 PM
Information Sciences Institute
Conferences, Lectures, & Seminars
Speaker: Kenton Murray, Notre Dame Univ.
Talk Title: Learning Neural Network Hyperparameters for Machine Translation
Series: Natural Language Seminar
Abstract: In recent years, Neural Networks have reached state-of-the-art performance in a variety of NLP tasks, including Machine Translation. However, these methods are very sensitive to selecting optimal hyperparameters. Frequently this is done by large scale experimentation often through grid or random searches. However, this is computationally expensive and time consuming. In this talk, I will present a few methods for learning hyperparameters during the training process. Thus, instead of training multiple networks with different hyperparameters, we only need to train one network without large grid search experiments. Our methods yield comparable, and often better, results, but at a faster experimentation rate.
Biography: Kenton Murray is a 5th year PhD Candidate at the University of Notre Dame working with David Chiang on methods for improving Neural Machine Translation for Low Resource and Morphologically Rich Language Pairs. Prior to ND, he was a Research Associate at the Qatar Computing Research Institute focusing on Arabic Machine Translation. He holds a Master's in Language Technologies from Carnegie Mellon University and a Bachelor's in Computer Science from Princeton University.
Host: Xusen Yin
More Info: https://nlg.isi.edu/nl-seminar
Webcast: https://bluejeans.com/s/6_8UOLocation: Information Science Institute (ISI) - CR #689
WebCast Link: https://bluejeans.com/s/6_8UO
Audiences: Everyone Is Invited
Contact: Peter Zamar
Event Link: https://nlg.isi.edu/nl-seminar
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Best Dissertation Symposium
Thu, Apr 18, 2019 @ 02:00 PM - 04:00 PM
Viterbi School of Engineering Doctoral Programs
Receptions & Special Events
All are invited to attend the 5th Annual Viterbi Best Dissertation Symposium. 4 Ph.D. graduates will present their research for a chance to win the William F. Ballhaus, Jr. Prize for Excellence in Graduate Engineering Research, which includes a $10,000 award!
The finalists for the 2019 William F. Ballhaus, Jr. Prize for Excellence in Graduate Engineering Research are:
Brendan Colvert
Aerospace Engineering
Dissertation Chair: Dr. Eva Kanso
Dissertation Title: Physics-based and data-driven models for bio-inspired flow sensing and motion planning
Wolfgang Hoenig
Computer Science
Dissertation Chair: Dr. Nora Ayanian
Dissertation Title: Motion Coordination for Large Multi-Robot Teams in Obstacle-Rich Environments
Yuan Hu
Astronautical Engineering
Dissertation Chair: Dr. Joseph Wang
Dissertation Title: Kinetic Studies of Collisionless Mesothermal Plasma Flow Dynamics
Shanyuan Niu
Materials Science
Dissertation Chair: Dr. Jayakanth Ravidchandran
Dissertation Title: Perovskite Chalcogenides: Emerging Semiconductors for Visible to Infrared Optoelectronics
RSVP requested by April 16 via https://viterbigrad.usc.edu/news-and-events/best-dissertation-symposium/
The award winner will be recognized at the Viterbi Ph.D. Hooding and Awards Ceremony on May 9, 2019.Location: Ronald Tutor Hall of Engineering (RTH) - 526
Audiences: Everyone Is Invited
Contact: Jennifer Gerson
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PhD Defense - Jens Windau
Thu, Apr 18, 2019 @ 03:00 PM - 05:00 PM
Thomas Lord Department of Computer Science
University Calendar
Ph.D. Defense - Jens Windau
Thu, April 18, 2019
3:00 PM - 4:30 PM
Location: MCB 102
Title:
Smart Monitoring and Autonomous Situation Classification of Humans and Machines
PhD Candidate: Jens Windau
Date, Time, and Location: Thursday, April 18, 2019 at 3:00 pm in MCB 102
Committee: Prof. Laurent Itti (chair), Prof. Bartlett Mel, and Prof. Hao Li
Abstract:
Emerging wearable and cloud-connected sensor technologies offer new sensor placement options on the human body and machines. This opens new opportunities to explore cyber robotics algorithms (sensors and human motor plant) and smart manufacturing algorithms (sensors and manufacturing equipment). These algorithms process motion sensor data and provide situation awareness for a wide range of applications. Smart management and training systems assist humans in day-to-day living routines, healthcare and sports. Machines benefit from smart monitoring in manufacturing, retail machinery, transportation, and construction safety. During my PhD Research, I have developed several approaches for motion analysis and classification. (1) A situation awareness system (SAS) for head-mounted smartphones to respond to user activities (e.g., disable incoming phone calls in elevators, activate video recording while car driving), (2) a filter for head-mounted sensors (HOS) to allow full-body motion capturing by removing interfering head-motions, (3) an Inertial Machine Monitoring System (IMMS) to detect equipment failure or degraded states of a 3D-Printer, and (4) a "Smart Teaching System" (STS) for targeted motion feedback to refine physical tasks. To capture real-world sensor data, we designed hardware prototypes or used state-of-the-art wearable technology. We developed novel sensor fusion algorithms, implemented feature extraction methods based on gist, statistics, physics, frequency diagrams and validated classifiers: SAS achieved high accuracy (81.5%) when distinguishing between 20 real-world activities. HOS reduced the positional error of a traveled distance below 2.5 % with head-mounted sensors for pedestrian dead reckoning applications. IMMS yielded 11-way classification accuracy over 99% when distinguishing between normal operation vs. 10 types of real-world abnormal equipment behavior. STS demonstrated that combining motion sensors and provide targeted feedback yield significantly improved golf swing training (3.7x increased performance score).
Location: 102
Audiences: Everyone Is Invited
Contact: Lizsl De Leon
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Astani Civil and Environmental Engineering Seminar
Thu, Apr 18, 2019 @ 04:00 PM - 05:00 PM
Sonny Astani Department of Civil and Environmental Engineering
Conferences, Lectures, & Seminars
Speaker: Gustavo A. Fimbres Weihs, PhD, CONACYT Research Fellow - ITSON, Dept. of Water & Environmental Sciences, Instituto Tecnológico de Sonora
Talk Title: Reducing the impacts of biofouling in RO through membrane modifications and hydrodynamics -“ Dealing with water scarcity in Sonora, Mexico
Abstract: Water scarcity affects many regions of the world that already face issues with water supply. The state of Sonora, Mexico, is constantly afflicted by physical water scarcity, and this has led to social conflict in recent years. This work summarizes recent results of the CONACyT Fellowship Research Project at ITSON, which aims to improve the understanding of reverse osmosis membrane biofouling, specifically for the Pacific coast of Mexico, and develop strategies for reducing its impact on seawater desalination. Both experimental and numerical (CFD) efforts are underway. Through the analysis of the microbiological composition and seasonal variability of water from the Sea of Cortez, native seawater bacterium strain (Bacillus halotolerans MCC1) has been isolated and used for accelerated biofouling experiments. The suitability of iron nanoparticles (FeNPs) and graphene oxide (GO) for reducing biofouling has been tested. CFD simulations have been performed to test forced transient flow techniques for improving mass transfers in membrane modules, and for designing novel spacer geometries through 3D printing techniques. Moreover, the use of solar energy for desalination is being assessed and optimized. By means of this multi-prong approach, the aim is to reduce costs and make RO desalination an accessible technology for dealing with water scarcity in Sonora.
Biography: Dr. Gustavo Fimbres Weihs received his B.Eng. in Chemical and Systems Engineering in 2002 from Monterrey Tech, Campus Monterrey, and his Ph.D. in Chemical Engineering in 2008 from the University of New South Wales (UNSW), in Sydney, Australia, at the UNESCO Membrane Science and Technology Center. During his doctoral work he used numerical simulations of fluid dynamics (CFD) to analyze the flows within the membrane modules that are used for water treatment and desalination. He also worked on a desalination linkage project between the University of New South Wales and the European Union, as part of Framework Programme 6. From 2009 to 2014 he worked as a researcher for the Cooperative Research Centre for Greenhouse Gas Technologies (CO2CRC) in Australia, where he led the research into CO2 Transport Networks and co-led the development of a techno-economic model for the analysis of Carbon Capture and Storage (CCS) projects. He has collaborated on consultancy and feasibility studies conducted by CO2CRC. He is currently a CONACYT Research Fellow at the Instituto Tecnológico de Sonora (ITSON), where he leads collaborative research projects dealing with RO membrane biofouling (IHE-Delft), membrane modifications, solar energy use for desalination (CSIR-CSMCRI India) and CFD modelling of the hydrodynamics in membrane modules (UMP Malaysia). He is a board member of the Mexican Society of Membrane Science and Technology
Host: Dr. Amy Childress
Location: Michelson Center for Convergent Bioscience (MCB) - 101
Audiences: Everyone Is Invited
Contact: Evangeline Reyes
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BME Maker Lab Open House
Thu, Apr 18, 2019 @ 04:00 PM - 06:00 PM
Alfred E. Mann Department of Biomedical Engineering
Receptions & Special Events
BME faculty and students are invited to this introduction to the BME Maker Lab, a space for students to develop independent projects, to innovate and test ideas for biomedical devices and products.
The facility is primarily for mechanical and electronic fabrication and testing, and will function as a gathering place for students to formulate ideas. The lab is aimed at undergraduate students, as well as graduate students who are also interested in working out independent projects, outside of their research.
For further information about the BME Maker Lab, contact Jean-Michel Maarek at maarek@usc.edu.Location: Corwin D. Denney Research Center (DRB) - DRB 342, DRB 348, and DRB 351
Audiences: Department of Biomedical Engineering faculty and students
Contact: Greta Harrison
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Game Careers Industry Night
Thu, Apr 18, 2019 @ 07:00 PM - 09:00 PM
Technology & Applied Computing Program (TAC)
Workshops & Infosessions
Join us for an exciting night of discussion about careers in the video game industry! Game programmers, level designers, producers, and consultants will be a part of our career panel. We hope you are able to join! All students are invited to attended.
This event will be on Thursday, April 18, 2019 at 7p.m. in STU B3 at the USC Career Center. No RSVP required. Refreshments will be provided.
This event is hosted by the Information Technology Program and is organized by Professor Tom Sloper. Professor Sloper brings his experience at Activision, Sega, Atari, and Yahoo to teach courses in video game design, production, and management at the Information Technology Program.
We look forward to seeing you there!More Information: Flyer - Letter.png
Location: Gwynn Wilson Student Union (STU) - B3
Audiences: Everyone Is Invited
Contact: Tim Gotimer
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W.V.T. RUSCH ENGINEERING HONORS COLLOQUIUM
Fri, Apr 19, 2019 @ 01:00 PM - 01:50 PM
USC Viterbi School of Engineering
Conferences, Lectures, & Seminars
Speaker: Dr. Daniel Cayan, Scripps Institution of Oceanography
Talk Title: The Future of the California Climate
Host: EHP and Dr. Prata
Location: Henry Salvatori Computer Science Center (SAL) - 101
Audiences: Everyone Is Invited
Contact: Amanda McCraven
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Ming Hsieh Institute Seminar Series on Integrated Systems
Fri, Apr 19, 2019 @ 02:00 PM - 03:30 PM
Ming Hsieh Department of Electrical and Computer Engineering
Conferences, Lectures, & Seminars
Speaker: Dr. Emmanouil M Tentzeris, Professor, Georgia Institute of Technology
Talk Title: 3D/4D Printed Flexible Autonomous Wireless Modules for IoT and Smart City Applications
Host: Profs. Hossein Hashemi, Mike Chen, Dina El-Damak, and Mahta Moghaddam
More Information: MHI Seminar Series IS - Emmanouil Tentzeris.pdf
Location: Hughes Aircraft Electrical Engineering Center (EEB) - 132
Audiences: Everyone Is Invited
Contact: Jenny Lin
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Mumbai, India - Admitted Student Reception
Sat, Apr 20, 2019
Viterbi School of Engineering Undergraduate Admission
University Calendar
These Admitted Student Programs, hosted by the Undergraduate Admission Office, provide admitted students and their families an opportunity to meet admission counselors, representatives from academic departments, alumni, and you will have the opportunity to meet other admitted students from your local area. Viterbi and University Admission counselors will be there to answer any questions you might have, tell you more about campus life and your specific academic program, and welcome you to the Trojan Family. The program will last approximately two hours.
We love seeing our newly admitted students in person! if you live in or near a city we will be visiting, we encourage you to join us!
Once admitted, students can find the RSVP link in their USC Applicant Portal.Audiences: Admitted Students & Family Members
Contact: Viterbi Admission
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New Delhi, India - Admitted Student Reception
Mon, Apr 22, 2019
Viterbi School of Engineering Undergraduate Admission
University Calendar
These Admitted Student Programs, hosted by the Undergraduate Admission Office, provide admitted students and their families an opportunity to meet admission counselors, representatives from academic departments, alumni, and you will have the opportunity to meet other admitted students from your local area. Viterbi and University Admission counselors will be there to answer any questions you might have, tell you more about campus life and your specific academic program, and welcome you to the Trojan Family. The program will last approximately two hours.
We love seeing our newly admitted students in person! if you live in or near a city we will be visiting, we encourage you to join us!
Once admitted, students can find the RSVP link in their USC Applicant Portal.Audiences: Admitted Students & Family Members
Contact: Viterbi Admission
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Spring Explore USC
Mon, Apr 22, 2019
Viterbi School of Engineering Undergraduate Admission
University Calendar
Spring Explore is a full-day program running from 8:30am-5pm. The day includes a presentation from the Office of Admission, a USC Campus Tour, and visit with us in the Viterbi School of Engineering. During your time with us you will learn what your life will be like as an engineering student at USC, meet some of our current engineering students, see facilities and labs, and get your questions answered about the enrollment process, housing, and your "next steps".
Once admitted, students can find the RSVP link in their USC Applicant Portal.Audiences: Spring Admits & Family Members
Contact: Viterbi Admission
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ECE Seminar: Analyzing Learning Algorithms: Perspectives from Information Theory and Optimal Transport
Mon, Apr 22, 2019 @ 11:00 AM - 12:00 PM
Ming Hsieh Department of Electrical and Computer Engineering
Conferences, Lectures, & Seminars
Speaker: Varun Jog, Assistant Professor, University of Wisconsin-Madison
Talk Title: Analyzing Learning Algorithms: Perspectives from Information Theory and Optimal Transport
Abstract: In this talk, we will analyze generalization and robustness properties of learning algorithms using tools derived from information theory and optimal transport. In statistical learning theory, generalization error is used to quantify the degree to which a supervised machine learning algorithm may overfit to training data. Leveraging recent work [Xu and Raginsky (2017)], we derive information-theoretic generalization error bounds for a broad class of iterative algorithms that are characterized by bounded, noisy updates with Markovian structure, such as stochastic gradient Langevin dynamics (SGLD). We describe certain shortcomings of these information-theoretic bounds, and propose alternate strategies that rely on optimal transport theory. We show that results from optimal transport are well-suited to analyze not only generalization properties, but also robustness properties of learning algorithms.
Biography: Varun Jog received his B.Tech. degree in Electrical Engineering from IIT Bombay in 2010, and his Ph.D. in Electrical Engineering and Computer Sciences (EECS) from UC Berkeley in 2015. Since 2016, he is an Assistant Professor at the Electrical and Computer Engineering Department and a fellow at the Grainger Institute for Engineering at the University of Wisconsin - Madison. His research interests include information theory, machine learning, and network science. He is a recipient of the Eli Jury award from the EECS Department at UC Berkeley (2015) and the Jack Keil Wolf student paper award at ISIT 2015.
Host: Professor Salman Avestimehr, avestime@usc.edu
Location: Hughes Aircraft Electrical Engineering Center (EEB) - 248
Audiences: Everyone Is Invited
Contact: Mayumi Thrasher
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Munushian Keynote Lecture - F. Duncan Haldane - Nobel Laureate, Physics 2016, Princeton University
Mon, Apr 22, 2019 @ 02:00 PM - 03:30 PM
Ming Hsieh Department of Electrical and Computer Engineering
Conferences, Lectures, & Seminars
Speaker: F. Duncan Haldane, Princeton University
Talk Title: Topological Quantum Matter, Entanglement, and the Second Quantum Revolution
Abstract: While the laws of quantum mechanics have remained unchanged and always validated for the last eighty-five years, new discoveries about the exotic states that they allow, entanglement, and ideas from quantum information theory have greatly changed our perspective, so much so that some talk of a "second quantum revolution" that is currently underway. The discovery of unexpected "topological states of matter", and their possible use for "topologically-protected quantum information processing" is one of the important themes of these developments, and will be reviewed. Some of the early work in the 1980's that began to expose topological quantum matter has already earned Nobel Prizes, including the experimental discoveries of von Klitzing (Integer Quantum Hall Effect, Nobel 1985), and Stormer and Tsui (Fractional Quantum Hall Effect, Nobel 1998), the theoretical discovery of its description by Laughlin (co-laureate, 1998), and the work honored by the recent 2016 prize, which also occured in the 1980's. Given the surprising nature of subsequent recent developments, and the excitement they have generated, it seems likely that more will follow, especially if the current attempts to demonstrate "braiding" become successful. It is no exaggeration to say that, at least in Condensed Matter Physics, the concepts and language used to describe quantum states of matter have dramatically changed since about 1980 as a result of all these developments, in which the quantum property of "entanglement" plays a key role.
Biography: Duncan Haldane, who shared the 2016 Nobel Prize for Physics with David Thouless and Michael Kosterlitz, is the Sherman Fairchild University Professor of Physics at Princeton University, a Fellow of the Royal Society of London, and a Foreign Associate of the U.S. National Academy of Sciences. He is also a Fellow of the American Academy of Arts and Sciences, the American Association for the Advancement of Science, the American Physical Society, and the Institute of Physics (UK).
He was awarded a share of the Nobel Prize for his theoretical work on "topological states of matter", including pioneering
work on unexpected (and initially controversial) "topological quantum states" of one-dimensional systems of magnetic atoms (for which he had previously received the 1993 Oliver Buckley Prize of the American Physical Society), and on the 1988 theoretical prediction of (ferromagnetic) topological insulators exhibiting the "quantum anomalous Hall effect" (finally observed experimentally many years later in 2013) for which he shared the 2012 Dirac medal of the International
Center for Theoretical Physics (Trieste) with Charles Kane and Shou-Cheng Zhang. His work helped to open up new directions and ways of thinking about quantum effects in condensed matter, and in recent years, "topological quantum matter" has grown into a very active experimental field which many believe may provide platforms for "quantum computing". He also initiated the field of "topological photonics". He currently works on "quantum geometry" in the "fractional quantum Hall effect".
Dr. Haldane received his Ph. D. in theoretical condensed matter physics from Cambridge University, under the direction
and mentorship of Philip W. Anderson (Nobel Laureate in Physics 1977), and, before his appointment at Princeton University, worked at the Institut Laue-Langevin (Grenoble, France), the University of Southern California, Bell Laboratories, and the University of California, San Diego. Haldane was born in London in 1951, of mixed Scottish and Slovenian origins. Despite also having three forenames, he is unrelated to the famous biologist J. B. S. Haldane.
Host: ECE-Electrophysics
More Info: https://minghsiehee.usc.edu/about/lectures/munushian/
Location: Michelson Center for Convergent Bioscience (MCB) - 102
Audiences: Everyone Is Invited
Contact: Marilyn Poplawski
Event Link: https://minghsiehee.usc.edu/about/lectures/munushian/
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Explore USC - Admitted Student Day
Tue, Apr 23, 2019
Viterbi School of Engineering Undergraduate Admission
University Calendar
Explore USC is the most comprehensive campus visit program for admitted students. It is a full-day program that allows you to interact with dozens of our current students, tour the campus, learn more about financial aid, gives you opportunities to sit in on classes, and start the morning with the Viterbi School of Engineering.
Your time with us in the Viterbi School will take you through an informative session on our academic programs. We will arrange a meeting with faculty from the major you are interested in as well as engineering facility tours of that same area. For lunch we will have you hanging out with some of our engineering students for a few hours, eating in the dinning facilities, seeing the residence halls, but most importantly experiencing the full USC atmosphere.
Once admitted, students can find the RSVP link in their USC Applicant Portal.Audiences: Admitted Students & Family Members
Contact: Viterbi Admission
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PhD defense - Yaguang Li
Tue, Apr 23, 2019 @ 01:00 PM - 03:00 PM
Thomas Lord Department of Computer Science
University Calendar
Ph.D. Defense - Yaguang Li
Tue, April 23rd, 2019
1:00 pm - 3:00 pm
Location: PHE 325
Title:
Spatiotemporal Prediction with Deep Learning on Graphs
PhD Candidate: Yaguang Li
Date, Time, and Location: Tuesday, April 23rd, 2019 at 1pm in PHE 325
Committee: Prof. Cyrus Shahabi, Prof. Yan Liu, and Prof. Antonio Ortega
Abstract:
Spatiotemporal data is ubiquitous in our daily life, ranging from climate science, via transportation, social media, to various dynamical systems. The data is usually collected from a set of correlated objects over time, where objects can be sensors, locations, regions, particles, users, etc. For instance, in the transportation network, road sensors constantly record the traffic data at various correlated locations; in social networks, we observe activity data of correlated users, as indicated by friendships, evolving over time, and in dynamical systems, e.g., physics, climate, we observe the movement of particles interacting with each other. Spatiotemporal prediction aims to model the evolution of a set of correlated objects. It has various applications, ranging from classical subjects such as intelligent transportation system, climate science, social media, physics simulation to emerging fields of sustainability, Internet of Things (IoT) and health-care.
Spatiotemporal prediction is challenging mainly due to the complicated spatial dependencies and temporal dynamics. In this thesis, we study the following important questions in spatiotemporal prediction: (1) How to model complex spatial dependency among objects that are usually non-Euclidean and multimodal? (2) How to model the non-linear and non-stationary temporal dynamics for accurate long-term prediction? (3) How to infer the correlations or interactions among objects when they are not provided nor can be constructed a prior?
To model the complex spatial dependency, we represent the non-Euclidean pair-wise correlations among objects using directed graphs and then propose the novel diffusion graph convolution which captures the spatial dependency with bidirectional random walks on the graph. To model the multimodal correlations among objects, we further propose the multi-graph convolution network. To model the non-linear and non-stationary temporal dynamics, we integrate the novel diffusion graph convolution into the recurrent neural network to jointly model the spatial and temporal dependencies. To capture the long-term temporal dependency, we propose to use the sequence to sequence architecture with scheduled sampling. To utilize the global contextual information in the temporal correlation modeling, we further propose the contextual gated recurrent neural network which augments the recurrent neural network with a contextual-aware gating mechanism to re-weights different historical observations. To infer correlation among objects, we propose a structure-informed variational graph autoencoder based model, which infers the explicit interactions considering both observed movements and structural prior knowledge, e.g., node degree distribution, edge type distribution, and sparsity. The model represents the structural prior knowledge as differentiable constraints on the interaction graph and optimizes it using gradient-based methods.
We conduct extensive experiments on multiple real-world large-scale datasets for various spatiotemporal prediction tasks, including traffic forecasting, spatiotemporal demand forecasting, travel time estimation, relational inference and simulation. The results show the proposed models consistently achieve clear improvements over state-of-the-art methods. The proposed models and their variants have been deployed in real-world large-scale systems for applications including road traffic speed prediction, Internet traffic forecasting, air quality forecasting, travel time estimation, and spatiotemporal demand forecasting.
Location: Charles Lee Powell Hall (PHE) - 325
Audiences: Everyone Is Invited
Contact: Lizsl De Leon
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IoT Solutions with Amazon Web Services
Tue, Apr 23, 2019 @ 02:00 PM - 03:00 PM
Ming Hsieh Department of Electrical and Computer Engineering
Conferences, Lectures, & Seminars
Speaker: Chris Azer, Amazon Web Services
Talk Title: IoT Solutions with Amazon Web Services
Abstract: There are billions of devices in homes, factories, oil wells, hospitals, cars, and thousands of other places. With the proliferation of devices, you increasingly need solutions to connect them, and collect, store, and analyze device data. AWS IoT provides broad and deep functionality, spanning the edge to the cloud, so you can build IoT solutions for virtually any use case across a wide range of devices. This session will explore customer use cases and dive deep into some of these core IoT services in the cloud and at the edge.
Biography: As an IoT Specialist Solutions Architect for AWS Public Sector, Chris Azer is responsible for supporting federal and state government agencies and partners with their IoT initiatives. With over 15 years of experience, it has been his main goal to help customers extract value from connected devices within the public sector community and industrial automation. Today, Chris helps his customers improve quality of life for populations, business operations, quality of care from service providers, environmental sustainability, and host of other use case scenarios.
Host: Bhaskar Krishnamachari, CCI
More Information: 190423_AWS_Chris Azer Flyer.pdf
Location: Michelson Center for Convergent Bioscience (MCB) - 101
Audiences: Everyone Is Invited
Contact: Brienne Moore
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Epstein Institute Seminar - ISE 651
Tue, Apr 23, 2019 @ 03:30 PM - 04:50 PM
Daniel J. Epstein Department of Industrial and Systems Engineering
Conferences, Lectures, & Seminars
Speaker: Dr. Chi Zhou, Assistant Professor, University of Buffalo, The State Univ. of NY
Talk Title: Additive Manufacturing of Multiscale, Multifunctional Structures
Host: Dr. Yong Chen
More Information: April 23, 2019.pdf
Location: Ethel Percy Andrus Gerontology Center (GER) - 206
Audiences: Everyone Is Invited
Contact: Grace Owh
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CS Distinguished Lecture: Dr. Dan Boneh (Stanford University) – Cryptography for Blockchains
Tue, Apr 23, 2019 @ 04:00 PM - 05:20 PM
Thomas Lord Department of Computer Science
Conferences, Lectures, & Seminars
Speaker: Dr. Dan Boneh, Stanford University
Talk Title: Cryptography for Blockchains
Series: Computer Science Distinguished Lecture Series
Abstract: This lecture satisfies requirements for CSCI 591: Research Colloquium.
Biography: Dr. Boneh is a Professor of Computer Science at Stanford University where he heads the applied cryptography group and co-directs the computer security lab. Dr. Boneh's research focuses on applications of cryptography to computer security. His work includes cryptosystems with novel properties, web security, cryptography for blockchains, and cryptanalysis. He is the author of over a 150 publications in the field and is a recipient of the 2014 ACM prize, the 2013 Godel prize, the RSA award in mathematics, and six best paper awards. In 2016 Dr. Boneh was elected to the National Academy of Engineering.
Host: Computer Science Department
Location: Henry Salvatori Computer Science Center (SAL) - 101
Audiences: Everyone Is Invited
Contact: Computer Science Department
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Senior Design Student Presentations
Tue, Apr 23, 2019 @ 04:00 PM - 06:30 PM
Alfred E. Mann Department of Biomedical Engineering
Student Activity
Come along to the Department of Biomedical Engineering's senior design student presentations. Each presentation will last about 20 minutes, with demonstration and Q&A.
Tuesday 04/23 - 4 pm to 6:30 pm:
Team 1: Aid for self-administered mucus clearance and airway function assessment for paraplegic patients. Lin Cao, Preethi Chaudhari, Asma Nawaz, Daniel Yen
Team 2: eye drop dispenser for subjects with deficient fine motor control. Jared Chen, Victor Ong, Swetha Raman, Jenna Wahbeh
Team 3: Improved pill tracker for clinical trials. Jiarui Fu, Manjima Sarkar, Nina Singh, Sabrina Teo
Team 4: Stress management device: Kylie Chinn, Priya Lee, Edward Min, Cheryl Tan
Team 5: Mama-Strut 2.0 - post-partum instrumented brace system: Mana Mehraein, Vincent Mei, Luann Raposo, Afra YaghoubianLocation: Corwin D. Denney Research Center (DRB) - 351
Audiences: Department of Biomedical Engineering faculty and students
Contact: Greta Harrison
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Singapore - Admitted Student Reception
Wed, Apr 24, 2019
Viterbi School of Engineering Undergraduate Admission
University Calendar
These Admitted Student Programs, hosted by the Undergraduate Admission Office, provide admitted students and their families an opportunity to meet admission counselors, representatives from academic departments, alumni, and you will have the opportunity to meet other admitted students from your local area. Viterbi and University Admission counselors will be there to answer any questions you might have, tell you more about campus life and your specific academic program, and welcome you to the Trojan Family. The program will last approximately two hours.
We love seeing our newly admitted students in person! if you live in or near a city we will be visiting, we encourage you to join us!
Once admitted, students can find the RSVP link in their USC Applicant Portal.Audiences: Admitted Students & Family Members
Contact: Viterbi Admission
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Preview USC - Admitted Student Half-Day
Wed, Apr 24, 2019
Viterbi School of Engineering Undergraduate Admission
University Calendar
Preview USC is a half-day program covering topics related to housing, financial aid, and transitioning from high school to college. It also offers the opportunity for admitted students to sit in on classes, be part of a session in the Viterbi School of Engineering, and interact with a number of current students in a shorter period of time.
Once admitted, students can find the RSVP link in their USC Applicant Portal.Audiences: Admitted Students & Family Members
Contact: Viterbi Admission
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LAUSD Drop-In Hours
Wed, Apr 24, 2019 @ 11:00 AM - 01:00 PM
Viterbi School of Engineering Career Connections
University Calendar
Drop in Hours for students interested in Los Angeles United School District ENGR.
Location: Ronald Tutor Hall of Engineering (RTH) - 218
Audiences: Everyone Is Invited
Contact: RTH 218 Viterbi Career Connections
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Center for Cyber-Physical Systems and Internet of Things and Ming Hsieh Institute Seminar Series
Wed, Apr 24, 2019 @ 03:00 PM - 04:00 PM
Ming Hsieh Department of Electrical and Computer Engineering
Conferences, Lectures, & Seminars
Speaker: Prof. Nalini Venkatasubramanian, Department of Computer Science, University of California Irvine
Talk Title: Resilient Communities, The Elements - A Middleware Perspective
Series: Center for Cyber-Physical Systems and Internet of Things
Abstract: Advances in technology mobile computing, cyberphysical systems, Internet-of-Things, cloud computing and big data technologies are making available new modalities of information and new channels of communication. It has enabled the interconnection of objects and data to provide novel services that are changing the landscape of cities and communities worldwide. The impact of these technologies are being felt when they improve and enrich the basic elements of our daily lives in our homes and workplaces. During large scale disasters and unexpected events such as (fires, floods and earthquakes), these technologies can be morphed to gain improved situational awareness and better decision support for response personnel, agencies and citizens. The ability to ensure resilient operation under small events and large disasters requires intelligent data collection and data exchange from diverse devices and data sources and interpretation of this information for higher level semantic observations. Drawing on our recent efforts in smartspaces, smart firefighting and smartwater infrastructures , I will discuss the role of adaptive middleware and big data technologies to generate situational awareness. The ability to combine novel technologies at multiple layers will open up new possibilities for resilient and scalable communities of the future.
Biography: Nalini Venkatasubramanian is currently a Professor in the School of Information and Computer Science at the University of California Irvine. She has had significant research and industry experience in the areas of distributed systems, adaptive middleware, pervasive and mobile computing, cyberphysical systems, distributed multimedia and formal methods and has over 250 publications in these areas. As a key member of the Center for Emergency Response Technologies at UC Irvine, Nalini's recent research has focused on enabling resilient and sustainable communities using IoT/CPS technologies. In particular, her research addresses scalable observation and analysis of situational information from multimodal input sources; dynamic adaptation of the underlying systems to enable information flow under massive failures and the dissemination of rich notifications to members of the public at large. She is the recipient of the prestigious NSF Career Award, multiple Undergraduate Teaching Excellence Awards and best paper awards. Prof. Venkatasubramanian has served in numerous program and organizing committees of conferences on middleware, distributed systems and multimedia and on the editorial boards of journals. She received and M.S and Ph.D in Computer Science from the University of Illinois in Urbana-Champaign. Her research is supported both by government and industrial sources such as NSF, DHS, ONR, DARPA, Novell, Hewlett-Packard and Nokia. Prior to arriving at UC Irvine, Nalini was a Research Staff Member at the Hewlett-Packard Laboratories in Palo Alto, California.
Host: Paul Bogdan
Location: Hughes Aircraft Electrical Engineering Center (EEB) - 132
Audiences: Everyone Is Invited
Contact: Talyia White
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Senior Design Student Presentations
Thu, Apr 25, 2019 @ 04:00 PM - 06:00 PM
Alfred E. Mann Department of Biomedical Engineering
Student Activity
Come along to the Department of Biomedical Engineering's senior design student presentations. Each presentation will last about 20 minutes, with demonstration and Q&A.
Thursday 04/25, 4 pm to 6 pm:
Team 6: Self-assessment of sweat ionic content. Daniel Cummins, Nora Farahmandian Sarah Milkowski, Mitchell Mills, Christy Nguyen
Team 7: Nullcer: Diagnostic tool for foot ulcers in diabetic subjects. Rahul Bilakanti, Jordan Hurless, John Kirwan, Justin Lee
Team 8: Parkinson's disease evolution tracking. Grace Camia, Kristofer Caluya, Camila Mendez-Otero, Conner Pekarek, Zoe Shappell.
Team 9: DreamDX: At home sleep study device. Devin Dubin, Paris Hajali, Daniel Kwon, Kiera Shepard.Location: Corwin D. Denney Research Center (DRB) - 351
Audiences: Department of Biomedical Engineering faculty and students
Contact: Greta Harrison
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Ming Hsieh Institute Seminar Series on Integrated Systems
Fri, Apr 26, 2019 @ 02:00 PM - 03:30 PM
Ming Hsieh Department of Electrical and Computer Engineering
Conferences, Lectures, & Seminars
Speaker: Dr. Robert Pilawa-Podgurski, Associate Professor, UC Berkeley
Talk Title: Hybrid and Resonant Switched-Capacitor Power Converters -“ Achieving High Power Density in Applications Ranging from Electric Aircrafts to Data Centers
Host: Profs. Hossein Hashemi, Mike Chen, Dina El-Damak, and Mahta Moghaddam
More Information: MHI Seminar Series IS - Robert Pilawa-Podgurski.pdf
Location: Hughes Aircraft Electrical Engineering Center (EEB) - 132
Audiences: Everyone Is Invited
Contact: Jenny Lin
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Senior Design Expo
Fri, Apr 26, 2019 @ 02:30 PM - 04:30 PM
Viterbi School of Engineering Student Affairs
Receptions & Special Events
The KIUEL Senior Design Expo gives seniors a chance to show off what they've done in their capstone classes. Seniors present their projects to a judging panel of faculty, staff, and industry partners, with winners receiving cash prizes. Freshmen, sophomores, and juniors can learn what types of projects they will work on and vote for their favorite, as well as see how their current classes can be applied to future engineering projects.
Location: Daniel J. Epstein Family Plaza (E-Quad)
Audiences: Everyone Is Invited
Contact: Myra Fernandez
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Admitted Students Day
Sat, Apr 27, 2019
Viterbi School of Engineering Undergraduate Admission
University Calendar
The On Campus Admitted Student Reception is a full day program (10:00am -4:00pm) that takes place on USC's campus on Saturday, April 27. This full day program will provide you and your family with an opportunity to meet staff from Undergraduate Admission, Financial Aid and the Viterbi School of Engineering, tour residence halls, tour the surrounding neighborhood, and meet current Viterbi students and faculty.
During the program the Viterbi School will host an Engineering Open House - just for admitted students. This large program will cover practically everything you want to know about USC and the Viterbi School. The day includes a Viterbi School Information session and our open house featuring engineering faculty and current engineering students on hand to meet you and help you better understand your chosen academic discipline. Representatives from our student organizations will show you some of the problems they are working to solve as well as some students showing off what they have been working on in their current classes.
Once admitted, students can find the RSVP link in their USC Applicant Portal.
Location: Ronald Tutor Campus Center (TCC) - USC Admission Office
Audiences: Admitted Students & Family Members
Contact: Viterbi Admission
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2019 Annual Viterbi Robotics Invitational
Sat, Apr 27, 2019 @ 09:00 AM - 04:00 PM
Viterbi School of Engineering K-12 STEM Center
Receptions & Special Events
The Viterbi Robotics Invitational is an annual competition that highlights the increasing role that robotics have in our everyday lives.
The competition encourages interactions that leave everyone involved feeling valued with a sense of integrity and teamwork as they seek to solve the wicked problems facing our times such as water security, sustainability and climate change, and terrorism; as well as the Grand Engineering Challenges of advanced health informatics, restoring and improving urban infrastructure, providing access to clean water, preventing nuclear terror and engineering the tools of scientific discovery.
Nearly 350 elementary middle and high school students participate in the Robotics Invitational which has been hosted by USC Viterbi for over 13 years.
Location: Ronald Tutor Hall of Engineering (RTH) -
Audiences: Everyone Is Invited
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Viterbi Wellness Study Break!
Tue, Apr 30, 2019 @ 10:30 AM - 12:00 PM
USC Viterbi School of Engineering, Viterbi School of Engineering Masters Programs
Student Activity
Tuesday, April 30th, join us for some wellness tips and practices.
From 10:30am-11:30am "paws-a-while" with USC's full-time canine faculty member, Professor Beau.
At 11:00 am, a yoga session will be led by our certified Ashtanga yoga trainer, Divya Dhoudhary, at the E-Quad Lawn. You will need to bring your own mat for yoga!
Bring your USC ID so you can swipe in and earn points on your Experience Viterbi App!Location: EQuad Lawn
Audiences: Graduate
Contact: GAPP Office
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Mork Family Department of Chemical Engineering and Materials Science Seminar - Distinguished Lecture Series
Tue, Apr 30, 2019 @ 04:00 PM - 05:20 PM
Mork Family Department of Chemical Engineering and Materials Science
Conferences, Lectures, & Seminars
Speaker: Professor Rishi Raj, Materials Science & Engineering Program - University of Colorado Boulder
Talk Title: The Physics of Flash Sintering and Related Phenomena
Abstract: Flash sintering, first discovered in 2010, has three features, a non-linear increase in electrical conductivity, electroluminescence and a massive increase in solid state diffusion. More recently the experiments have expanded into new regimes of physics and materials science. For example powders of elemental oxides sinter and transform into single phase ceramics of complex chemistries in a few seconds at furnace temperature well below 1000 C. The simplicity and frugality of the method is striking. Flash is emerging as an enabling technology for the synthesis of compounds, such as solid-state electrolytes for lithium ion batteries, which are difficult to make by conventional methods
Host: Dr. Branicio
Location: John Stauffer Science Lecture Hall (SLH) - 200
Audiences: Everyone Is Invited
Contact: Karen Woo/Mork Family