Fei Wang
Los Angeles, CA
I am a Ph.D. candidate in computer science at University of Southern California. I am grateful to be co-advised by Muhao Chen and Aram Galstyan. I am also fortunate to work closely with Kai-Wei Chang. My research is supported by the Amazon ML PhD Fellowship and the Annenberg PhD Fellowship. Previously, I was a research intern at AWS AI Labs, Amazon Alexa AI, and Tencent AI Lab (Seattle).
My research interests lie in natural language processing and machine learning. My recent work focuses on responsible and trustworthy LLMs, including (1) robustness and faithfulness, (2) safety and security, and (3) controllable generation.
News
Nov 15, 2024 | Tutorial at EMNLP 2024 on “Enhancing LLM Capabilities Beyond Scaling Up.” |
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Jun 16, 2024 | Six papers accepted by NAACL 2024. See you in Mexico City! |
Apr 30, 2024 | Invited talk at the 3rd Annual Symposium of USC-Amazon Center. |
Selected Publications
- preprintFrom Instructions to Constraints: Language Model Alignment with Automatic Constraint Verification2024