Zexue He

I am a fourth-year Ph.D. candidate advised by Prof. Julian McAuley in the Computer Science department at the University of California, San Diego. Prior to joining UCSD in 2020, I earned my B.S. degree in Computer Science from Beijing Normal University.

My research interests covers a wide range of topics related to language models and multimodal learning:

• Trustworthy LLM: fairness, robustness, interpretability, and controllability;
• Data Efficiency: learning with synthetic data;
• LLM Applications: domain-specific LLMs, e.g., medical or high-fashion LLMs.
• Memory-augmented LLM : novel architectures for long-context language/video tasks (my new research direction!).

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