Publications
A collection of my research work.
OKG-LLM: Aligning ocean knowledge graph with observation data via LLMs for global sea surface temperature prediction
Hanchen Yang, Jiaqi Wang, Jiannong Cao, Wengen Li, Jialun Zheng, Yangning Li, Chunyu Miao, Jihong Guan, Shuigeng Zhou, Philip S Yu
TKDE 2026
DP-DGAD: A generalist dynamic graph anomaly detector with dynamic prototypes
Jialun Zheng, Jie Liu, Jiannong Cao, Xiao Wang, Hanchen， Chen Yang†, Philip S Yu
WWW 2026
Mining Intrinsic Rewards from LLM Hidden States for Efficient Best-of-N Sampling
Jizhou Guo, Zhaomin Wu, Hanchen Yang, Philip S. Yu
KDD 2025