About me

Greetings! I’m glad you’re here to learn about my work! I’m a third-year undergraduate student from School of Computer Science, Wuhan University. My research interests include federated learning, graph learning, AI for science, LLM agents.

Publications & Preprints

FedSSP: Federated Graph Learning with Spectral Knowledge and Personalized Preference
Zihan Tan, Guancheng Wan, Wenke Huang, Mang Ye
NeurIPS 2024

FedSPA: Generalizable Federated Graph Learning under Homophily Heterogeneity
Zihan Tan, Guancheng Wan, Wenke Huang, Guibin Zhang, He Li, Carl Yang, Mang Ye
CVPR 2025

S2FGL: Spacial Spectral Federated Graph Learning
Zihan Tan, Suyuan Huang, Guancheng Wan, Wenke Huang, He Li, Mang Ye
ICML 2025