Ding, Shutong

5 publications

NeurIPS 2025 GenPO: Generative Diffusion Models Meet On-Policy Reinforcement Learning Shutong Ding, Ke Hu, Shan Zhong, Haoyang Luo, Weinan Zhang, Jingya Wang, Jun Wang, Ye Shi

NeurIPS 2024 Diffusion-Based Reinforcement Learning via Q-Weighted Variational Policy Optimization Shutong Ding, Ke Hu, Zhenhao Zhang, Kan Ren, Weinan Zhang, Jingyi Yu, Jingya Wang, Ye Shi

ICML 2024 Guidance with Spherical Gaussian Constraint for Conditional Diffusion Lingxiao Yang, Shutong Ding, Yifan Cai, Jingyi Yu, Jingya Wang, Ye Shi

NeurIPS 2023 Reduced Policy Optimization for Continuous Control with Hard Constraints Shutong Ding, Jingya Wang, Yali Du, Ye Shi

NeurIPS 2023 Two Sides of the Same Coin: Bridging Deep Equilibrium Models and Neural ODEs via Homotopy Continuation Shutong Ding, Tianyu Cui, Jingya Wang, Ye Shi