About
I am currently a first-year Ph.D. student in Computer Science and Technology jointly trained by University of Science and Technology of China (USTC) and Shenzhen Loop Area Institute (SLAI), supervised by Prof. Wanli Ouyang. My research interests primarily center on Generative AI, World Models, and Agentic RL.
Feel free to contact me for any potential communications or collaborations.
News
One paper was accepted to KDD2026, Main Track (Research) (Co-First Author) 🎉
One paper was accepted to ICML2026, (Co-First Author) 🎉
One paper was accepted to KDD2026, Main Track (Research) (First Author) 🎉
Two papers were accepted to AAAI2026, Congrats to All 🎉
One paper was accepted to NeurIPS2025 (First Author) 🎉
Selected Publications
View All →Breaking the discretization barrier of continuous physics simulation learning
Fan Xu, Hao Wu, Nan Wang, Lilan Peng, Kun Wang, Wei Gong, Xibin Zhao
Advances in Neural Information Processing Systems
Advanced Global Wildfire Activity Modeling with Hierarchical Graph ODE
Fan Xu, Wei Gong, Hao Wu, Lilan Peng, Nan Wang, Qingsong Wen, Xian Wu, Kun Wang, Xibin Zhao
Proceedings of the ACM SIGKDD Conference on Knowledge Discovery and Data Mining
Tyche: One Step Flow for Efficient Probabilistic Weather Forecasting
Fan Xu, Yuan Gao, Kun Wang, Rui Su, Fenghua Ling, Hao Wu, Wanli Ouyang
arXiv