Pan, Yicheng

6 publications

IJCAI 2025 A Survey of Structural Entropy: Theory, Methods, and Applications Dingli Su, Hao Peng, Yicheng Pan, Angsheng Li

UAI 2025 An Information-Theoretic Perspective of Hierarchical Clustering on Graphs Yicheng Pan, Bingchen Fan, Pengyu Long, Feng Zheng

ICML 2025 Hierarchical Overlapping Clustering on Graphs: Cost Function, Algorithm and Scalability Yicheng Pan, Renjie Chen, Pengyu Long, Bingchen Fan

NeurIPS 2025 Structural Information-Based Hierarchical Diffusion for Offline Reinforcement Learning Xianghua Zeng, Hao Peng, Yicheng Pan, Angsheng Li, Guanlin Wu

NeurIPS 2025 UnCLe: Towards Scalable Dynamic Causal Discovery in Non-Linear Temporal Systems Tingzhu Bi, Yicheng Pan, Xinrui Jiang, Huize Sun, Meng Ma, Ping Wang

IJCAI 2022 A Simple yet Effective Method for Graph Classification Junran Wu, Shangzhe Li, Jianhao Li, Yicheng Pan, Ke Xu