23-24 Amazon Fellow
Biography
Fei Wang is a Ph.D. candidate in Computer Science at University of Southern California, advised by Prof. Muhao Chen. He is supported by an Annenberg Fellowship. Previously, he was a research intern at Amazon AWS, Amazon Alexa, and Tencent AI Lab (Seattle).
Research Interests
My research interests lie in natural language processing and machine learning. My long-term goal is to build robust, controllable, and accountable large language model-based systems. My recent work spans across
(1) Mitigating knowledge conflicts and spurious correlations
(2) Guiding text generation using constraints
(3) Enhancing model privacy and security against information leakage and backdoor attacks.
What does being an Amazon ML Fellow mean to you?
Being an Amazon Fellow is a great honor for me. This fellowship not only recognizes my past achievements, but also motivates me to engage in transformative research with broader impacts
