Xiaoyuan Cheng

16 papers A* 3Journal 13
YearRankTypeTitle / Venue / Authors
2026 J jnl
How Does the Lagrangian Guide Safe Reinforcement Learning through Diffusion Models?
CoRR
Xiaoyuan Cheng, Wenxuan Yuan, Boyang Li, Yuanchao Xu, Yiming Yang, Hao Liang, Bei Peng, Robert Loftin, Zhuo Sun, Yukun Hu
2026 J jnl
On Stability and Robustness of Diffusion Posterior Sampling for Bayesian Inverse Problems.
CoRR
Yiming Yang, Xiaoyuan Cheng, Yi He, Kaiyu Li, Wenxuan Yuan, Zhuo Sun
2026 J jnl
Planning with Language and Generative Models: Toward General Reward-Guided Wireless Network Design.
CoRR
Chenyang Yuan, Xiaoyuan Cheng
2026 J jnl
Spatiotemporal System Forecasting with Irregular Time Steps via Masked Autoencoder.
CoRR
Kewei Zhu, Yanze Xin, Jinwei Hu, Xiaoyuan Cheng, Yiming Yang, Sibo Cheng
2025 J jnl
AlphaZero-Edu: Making AlphaZero Accessible to Everyone.
CoRR
Binjie Guo, Hanyu Zheng, Guowei Su, Ru Zhang, Haohan Jiang, Xurong Lin, Hongyan Wei, Aisheng Mo, Jie Li, Zhiyuan Qian, Zhuhao Zhang, Xiaoyuan Cheng
2025 A* conf
Chaos Meets Attention: Transformers for Large-Scale Dynamical Prediction.
ICML
Yi He, Yiming Yang, Xiaoyuan Cheng, Hai Wang, Xiao Xue, Boli Chen, Yukun Hu
2025 J jnl
Fast-Forward Lattice Boltzmann: Learning Kinetic Behaviour with Physics-Informed Neural Operators.
CoRR
Xiao Xue, Marco F. P. ten Eikelder, Mingyang Gao, Xiaoyuan Cheng, Yiming Yang, Yi He, Shuo Wang, Sibo Cheng, Yukun Hu, Peter V. Coveney
2025 J jnl
From Embedding to Control: Representations for Stochastic Multi-Object Systems.
CoRR
Xiaoyuan Cheng, Yiming Yang, Wei Jiang, Chenyang Yuan, Zhuo Sun, Yukun Hu
2025 J jnl
Information Shapes Koopman Representation.
CoRR
Xiaoyuan Cheng, Wenxuan Yuan, Yiming Yang, Yuanzhao Zhang, Sibo Cheng, Yi He, Zhuo Sun
2025 A* conf
Learning Chaos In A Linear Way.
ICLR
Xiaoyuan Cheng, Yi He, Yiming Yang, Xiao Xue, Sibo Cheng, Daniel Giles, Xiaohang Tang, Yukun Hu
2025 J jnl
Safe and Stable Control via Lyapunov-Guided Diffusion Models.
CoRR
Xiaoyuan Cheng, Xiaohang Tang, Yiming Yang
2025 A* conf
Tensor-Var: Efficient Four-Dimensional Variational Data Assimilation.
ICML
Yiming Yang, Xiaoyuan Cheng, Daniel Giles, Sibo Cheng, Yi He, Xiao Xue, Boli Chen, Yukun Hu
2025 J jnl
Tensor-Var: Variational Data Assimilation in Tensor Product Feature Space.
CoRR
Yiming Yang, Xiaoyuan Cheng, Daniel Giles, Sibo Cheng, Yi He, Xiao Xue, Boli Chen, Yukun Hu
2023 J jnl
KEEC: Embed to Control on An Equivariant Geometry.
CoRR
Xiaoyuan Cheng, Yiming Yang, Wei Jiang, Yukun Hu
2023 J jnl
Safe Reinforcement Learning in Tensor Reproducing Kernel Hilbert Space.
CoRR
Xiaoyuan Cheng, Boli Chen, Liz Varga, Yukun Hu
2021 J jnl
Times Series Forecasting for Urban Building Energy Consumption Based on Graph Convolutional Network.
CoRR
Yuqing Hu, Xiaoyuan Cheng, Suhang Wang, Jianli Chen, Tianxiang Zhao, Enyan Dai