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Events for October 31, 2024

• Oct

  31

  PhD Dissertation Defense - Fei Wang

  Thu, Oct 31, 2024 @ 03:00 PM - 05:00 PM

  Thomas Lord Department of Computer Science

  University Calendar

  
  

  Title: Developing Robust and Controllable (Multimodal) Large Language Models      
  Date and Time: Thur, Oct 31, 2024 @ 3:00 PM - 05:00 PM    
  Location:  RTH 211  
  Zoom Link: https://usc.zoom.us/my/feiwangnlp
  Committee members: Aram Galstyan (Chair), Muhao Chen, Laurent Itti, Dan O’Leary      
   
  Abstract:  As (multimodal) large language models (LLMs) become integral to intelligent systems, they are increasingly used in scenarios ranging from everyday applications to high-stakes domains such as healthcare, finance, and law. Consequently, there is a growing urgency to enhance the robustness and controllability of these models and mitigate critical risks in their development and deployment. This dissertation talk will introduce methods to ensure responsible outcomes from (multimodal) LLMs through three key perspectives: (1) dynamic integration of up-to-date and domain-specific knowledge, (2) robust alignment with human intents, preferences, and values, and (3) precise control over model behavior to ensure compliance with task constraints, authorization protocols, and safety requirements.

  Location: Ronald Tutor Hall of Engineering (RTH) - 211

  Audiences: Everyone Is Invited

  Contact: Ellecia Williams

  
  This event is open to all eligible individuals. USC Viterbi operates all of its activities consistent with the University's Notice of Non-Discrimination. Eligibility is not determined based on race, sex, ethnicity, sexual orientation, or any other prohibited factor.