Jingxuan(Jasper) Wu

Learning to Learn

Hi! I’m Jingxuan Wu (吴竟瑄). I am pursuing an M.S. in Statistics, Analytics, and Data Science at the University of North Carolina at Chapel Hill, and I received my B.S. from The Chinese University of Hong Kong, Shenzhen. My current research is primarily with Prof. Jiawei Zhang at the University of Wisconsin–Madison. I have worked with Prof. Guanting Chen at UNC–Chapel Hill since my undergraduate years at CUHK-Shenzhen. In 2025, I began working with Prof. Xingrui Yu and Prof. Ivor Tsang at A*STAR. Previously, I also worked with Prof. Jianfeng Mao.

My research spans two directions. (1) Generative models. I study how diffusion and flow-based models can be applied to reasoning, text-to-image generation, and policy learning. (2) Robust AI agents. I study how improving memory management and decision-making can help agents act more reliably over long interactions.

I am currently seeking 2026 summer research opportunities and Ph.D. positions for Fall 2027. I’m also open to research collaborations. If you’re interested in my work, please contact me directly via the email listed below.