Qin Liu

I am a Ph.D. student in Computer Science at UC Davis LUKA Lab. I am grateful to be advised by Muhao Chen.

I am broadly interested in Natural Language Processing and Machine Learning. My long-term goal is to build robust, controllable, accountable, and responsible large language models. My recent work focuses on enhancing model privacy and security against information leakage and backdoor attacks.

Education

• Ph.D. in Computer Science, University of California, Davis, 2024 - present.
• Ph.D. in Computer Science, University of Southern California, 2022 - 2023.
• M.S. in Computer Science, Fudan University, 2019 - 2022.
• B.Phil. in Philosophy of Science and Logic, Fudan University, 2015 - 2019.