Hello everyone! I am Yi Zhou, a second-year PhD candidate in the Department of Computing at The Hong Kong Polytechnic University, supervised by Prof. Wenqi Fan and Prof. Qing Li. In 2024, I earned my master’s degree in Computer Science and Technology from Sichuan University, advised by Prof. Min Zhu. In 2021, I received a bachelor’s degree in Computer Science and Technology from Sichuan University through the Wu Yuzhang Honors Program.

My primary research interest is AI for Science, concretely using generative modeling techniques (e.g., Large Language Models, Diffusion Models) to solve biomedical problems. I would appreciate any opportunity for relevant collaboration.

News

• [Jun. 2026] WCC4MS is accepted to ECCV 2026. Congratulations to Tianzhong!
• [May. 2026] Our preprint “Geometric Flow Matching for Molecular Conformation Generation via Manifold Decomposition” is now available!
• [May. 2026] HD-Prot is accepted to KDD 2026 (AI for Sciences Track)!
• [Jan. 2026] DeMol is accepted to ICLR 2026. Big congratulations to Yunqing!
• [May. 2025] PLHGMDA is accepted to ICIC 2025. Congratulations to Meixuan!
• [Mar. 2025] MTP-RBP is accepted by TCBB. Congratulations to Lin Gan!
• [Jan. 2025] Our preprint “Computational Protein Science in the Era of Large Language Models (LLMs)” is now available!