Zexue He

I am a final-year Ph.D. candidate in Computer Science and Engineering department at University of California, San Diego, advised by Prof. Julian McAuley .

My research focuses on advancing Trustworthy NLP to address critical human challenges, e.g., healthcare and college admission. My works utilize human-centered design, diagnose the shortcomings of existing models, and develop AI solutions that are more responsible and better satisifies human needs in real life:

• Trustworthy NLP: enhance the fairness, harmlessness, robustness, interpretability, and controllability of LLMs;
• AI for Social Good : build NLP for Healthcare, AI for Low-Resource, and AI for Therapy.
• Learning from Humans: understand human cognitive behaviors, brain functions, and reading behaviors