I am a fourth year Ph.D. student (2023 Fall - Present) in Computer Science and Engineering at University of Notre Dame advised by Prof. Yanfang (Fanny) Ye. My research focuses on developing generalizable AI systems that integrate multimodal data for scientific discovery. Recently, I have been working on scientific foundation models and AI agents, with the goal of building AI scientists for drug discovery and public health.

• Graph Learning: graph foundation model, graph pattern machine, graph generation, heterogeneous graph, temporal graph, hypergraph, etc. (Survey, GFT, GPM, G2PM, TGPM, HGPM).
• Agentic AI: self-evolving, memory, long-horizon planning, world model, multi-agent system, etc. (ProPlay, FLARE, G-Substrate, AutoData, AgentRouter).
• AI for Science: ai scientist, molecular dynamics, scientific reasoning, de novo design, virtual cell, etc. (Survey, MDForge, TreeDiff, MolField, LatentChem, Proteo-R1).

Feel free to reach out me via email, wechat, or linkedin if you have any questions, explore potential collaborations, or just for talk! 😊