Fei Wang

profile.jpg

I am a Ph.D. candidate in computer science at University of Southern California and a student researcher at Google. I am grateful to be co-advised by Muhao Chen and Aram Galstyan. I am also fortunate to work closely with Kai-Wei Chang at UCLA, Hoifung Poon at Microsoft Research, and Dan Roth at UPenn. My research is supported by the Amazon ML PhD Fellowship and the Annenberg PhD Fellowship, and has been recognized by the Graduate School Research Award and the CS Best Research Award at USC. Previously, I was a research intern at Google Cloud AI Research, AWS AI Labs, Amazon Alexa AI, and Tencent AI Lab (Seattle).

My research interests lie in natural language processing (NLP) and machine learning (ML). My recent work is centered around developing robust and controllable (multimodal) LLMs, enhancing their reliability and generalizablity, and thereby ensuring trustworthy and responsible outcomes.

News

Nov 15, 2024 Tutorial at EMNLP 2024 on “Enhancing LLM Capabilities Beyond Scaling Up.”
Nov 12, 2024 Four papers accepted by EMNLP 2024. See you in Miami!
Oct 31, 2024 I passed my dissertation defense!
Aug 11, 2024 One paper accepted by ACL 2024.
Jun 16, 2024 Six papers accepted by NAACL 2024. See you in Mexico City!

Selected Publications

  1. EMNLP
    Fei Wang Wenxuan Zhou James Y Huang Nan Xu Sheng Zhang Hoifung Poon , and  Muhao Chen
    In Proceedings of EMNLP , 2024
  2. EMNLP
    Fei Wang Ninareh Mehrabi Palash Goyal Rahul Gupta Kai-Wei Chang , and  Aram Galstyan
    In Proceedings of EMNLP , 2024
  3. preprint
    Fei Wang Xingchen Wan Ruoxi Sun Jiefeng Chen , and  Sercan Ö. Arık
    In arXiv preprint , 2024
  4. preprint
    Fei Wang* Xingyu Fu* James Y Huang Zekun Li Qin Liu Xiaogeng Liu Mingyu Derek Ma Nan Xu Wenxuan Zhou Kai Zhang , and  others
    In arXiv preprint , 2024
  5. preprint
    Fei Wang Chao Shang Sarthak Jain Shuai Wang Qiang Ning Bonan Min Vittorio Castelli Yassine Benajiba , and  Dan Roth
    In arXiv preprint , 2024
  6. EMNLP
    Fei Wang Wenjie Mo Yiwei Wang Wenxuan Zhou , and  Muhao Chen
    In Findings of EMNLP , 2023