Shutong Ding

13 papers A* 4Journal 9
YearRankTypeTitle / Venue / Authors
2026 J jnl
Distributional Reinforcement Learning with Diffusion Bridge Critics.
CoRR
Shutong Ding, Yimiao Zhou, Ke Hu, Mokai Pan, Shan Zhong, Yanwei Fu, Jingya Wang, Ye Shi
2025 J jnl
DiOpt: Self-supervised Diffusion for Constrained Optimization.
CoRR
Shutong Ding, Yimiao Zhou, Ke Hu, Xi Yao, Junchi Yan, Xiaoying Tang, Ye Shi
2025 J jnl
FlowCritic: Bridging Value Estimation with Flow Matching in Reinforcement Learning.
CoRR
Shan Zhong, Shutong Ding, He Diao, Xiangyu Wang, Kah Chan Teh, Bei Peng
2025 J jnl
GenPO: Generative Diffusion Models Meet On-Policy Reinforcement Learning.
CoRR
Shutong Ding, Ke Hu, Shan Zhong, Haoyang Luo, Weinan Zhang, Jingya Wang, Jun Wang, Ye Shi
2025 J jnl
One Policy but Many Worlds: A Scalable Unified Policy for Versatile Humanoid Locomotion.
CoRR
Yahao Fan, Tianxiang Gui, Kaiyang Ji, Shutong Ding, Chixuan Zhang, Jiayuan Gu, Jingyi Yu, Jingya Wang, Ye Shi
2024 A* conf
Diffusion-based Reinforcement Learning via Q-weighted Variational Policy Optimization.
NeurIPS
Shutong Ding, Ke Hu, Zhenhao Zhang, Kan Ren, Weinan Zhang, Jingyi Yu, Jingya Wang, Ye Shi
2024 J jnl
Diffusion-based Reinforcement Learning via Q-weighted Variational Policy Optimization.
CoRR
Shutong Ding, Ke Hu, Zhenhao Zhang, Kan Ren, Weinan Zhang, Jingyi Yu, Jingya Wang, Ye Shi
2024 A* conf
Guidance with Spherical Gaussian Constraint for Conditional Diffusion.
ICML
Lingxiao Yang, Shutong Ding, Yifan Cai, Jingyi Yu, Jingya Wang, Ye Shi
2024 J jnl
Guidance with Spherical Gaussian Constraint for Conditional Diffusion.
CoRR
Lingxiao Yang, Shutong Ding, Yifan Cai, Jingyi Yu, Jingya Wang, Ye Shi
2023 A* conf
Reduced Policy Optimization for Continuous Control with Hard Constraints.
NeurIPS
Shutong Ding, Jingya Wang, Yali Du, Ye Shi
2023 J jnl
Reduced Policy Optimization for Continuous Control with Hard Constraints.
CoRR
Shutong Ding, Jingya Wang, Yali Du, Ye Shi
2023 A* conf
Two Sides of The Same Coin: Bridging Deep Equilibrium Models and Neural ODEs via Homotopy Continuation.
NeurIPS
Shutong Ding, Tianyu Cui, Jingya Wang, Ye Shi
2023 J jnl
Two Sides of The Same Coin: Bridging Deep Equilibrium Models and Neural ODEs via Homotopy Continuation.
CoRR
Shutong Ding, Tianyu Cui, Jingya Wang, Ye Shi