Zhang, Junkai

8 publications

NeurIPS 2025 Bi-Level Knowledge Transfer for Multi-Task Multi-Agent Reinforcement Learning Junkai Zhang, Jinmin He, Yifan Zhang, Yifan Zang, Ning Xu, Jian Cheng

NeurIPS 2025 PUO-Bench: A Panel Understanding and Operation Benchmark with a Privacy-Preserving Framework Wei Lin, Yiwei Zhou, Junkai Zhang, Rui Shao, Zhiyuan Zhao, Junyu Gao, Antoni B. Chan, Xuelong Li

NeurIPS 2024 Fast Sampling via Discrete Non-Markov Diffusion Models with Predetermined Transition Time Zixiang Chen, Huizhuo Yuan, Yongqian Li, Yiwen Kou, Junkai Zhang, Quanquan Gu

AAAI 2024 Intrinsic Action Tendency Consistency for Cooperative Multi-Agent Reinforcement Learning Junkai Zhang, Yifan Zhang, Xi Sheryl Zhang, Yifan Zang, Jian Cheng

ICML 2024 Uncertainty-Aware Reward-Free Exploration with General Function Approximation Junkai Zhang, Weitong Zhang, Dongruo Zhou, Quanquan Gu

NeurIPSW 2023 Causal Graph ODE: Continuous Treatment Effect Modeling in Multi-Agent Dynamical Systems Zijie Huang, Jeehyun Hwang, Junkai Zhang, Jinwoo Baik, Weitong Zhang, Dominik Wodarz, Yizhou Sun, Quanquan Gu, Wei Wang

ICML 2023 Optimal Horizon-Free Reward-Free Exploration for Linear Mixture MDPs Junkai Zhang, Weitong Zhang, Quanquan Gu

NeurIPS 2023 Why Does Sharpness-Aware Minimization Generalize Better than SGD? Zixiang Chen, Junkai Zhang, Yiwen Kou, Xiangning Chen, Cho-Jui Hsieh, Quanquan Gu