Li, Shangzhe

7 publications

ICLR 2026 Near-Optimal Second-Order Guarantees for Model-Based Adversarial Imitation Learning Shangzhe Li, Dongruo Zhou, Weitong Zhang

TMLR 2026 Quantile $q$-Learning: Revisiting Offline Extreme $q$-Learning with Quantile Regression Xinming Gao, Shangzhe Li, Yujin Cai, Wenwu Yu

ICML 2025 Reward-Free World Models for Online Imitation Learning Shangzhe Li, Zhiao Huang, Hao Su

ICLRW 2025 Reward-Free World Models for Online Imitation Learning Shangzhe Li, Zhiao Huang, Hao Su

ICML 2023 SEGA: Structural Entropy Guided Anchor View for Graph Contrastive Learning Junran Wu, Xueyuan Chen, Bowen Shi, Shangzhe Li, Ke Xu

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

ICML 2022 Structural Entropy Guided Graph Hierarchical Pooling Junran Wu, Xueyuan Chen, Ke Xu, Shangzhe Li