Xiaoyuan Cheng

According to our database, Xiaoyuan Cheng authored at least 17 papers between 2021 and 2026.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2026

Fisher Decorator: Refining Flow Policy via A Local Transport Map.

Xiaoyuan Cheng, Haoyu Wang, Wenxuan Yuan, Ziyan Wang, Zonghao Chen, Li Zeng, Zhuo Sun

CoRR, April, 2026

Spatiotemporal System Forecasting with Irregular Time Steps via Masked Autoencoder.

Kewei Zhu, Yanze Xin, Jinwei Hu, Xiaoyuan Cheng, Yiming Yang, Sibo Cheng

CoRR, March, 2026

How Does the Lagrangian Guide Safe Reinforcement Learning through Diffusion Models?

Xiaoyuan Cheng, Wenxuan Yuan, Boyang Li, Yuanchao Xu, Yiming Yang, Hao Liang, Bei Peng, Robert Loftin, Zhuo Sun, Yukun Hu

CoRR, February, 2026

On Stability and Robustness of Diffusion Posterior Sampling for Bayesian Inverse Problems.

Yiming Yang, Xiaoyuan Cheng, Yi He, Kaiyu Li, Wenxuan Yuan, Zhuo Sun

CoRR, February, 2026

Planning with Language and Generative Models: Toward General Reward-Guided Wireless Network Design.

Chenyang Yuan, Xiaoyuan Cheng

CoRR, February, 2026

2025

From Embedding to Control: Representations for Stochastic Multi-Object Systems.

Xiaoyuan Cheng, Yiming Yang, Wei Jiang, Chenyang Yuan, Zhuo Sun, Yukun Hu

CoRR, October, 2025

Information Shapes Koopman Representation.

Xiaoyuan Cheng, Wenxuan Yuan, Yiming Yang, Yuanzhao Zhang, Sibo Cheng, Yi He, Zhuo Sun

CoRR, October, 2025

Safe and Stable Control via Lyapunov-Guided Diffusion Models.

Xiaoyuan Cheng, Xiaohang Tang, Yiming Yang

CoRR, September, 2025

Fast-Forward Lattice Boltzmann: Learning Kinetic Behaviour with Physics-Informed Neural Operators.

Xiao Xue, Marco F. P. ten Eikelder, Mingyang Gao, Xiaoyuan Cheng, Yiming Yang, Yi He, Shuo Wang, Sibo Cheng, Yukun Hu, Peter V. Coveney

CoRR, September, 2025

AlphaZero-Edu: Making AlphaZero Accessible to Everyone.

Binjie Guo, Hanyu Zheng, Guowei Su, Ru Zhang, Haohan Jiang, Xurong Lin, Hongyan Wei, Aisheng Mo, Jie Li, Zhiyuan Qian, Zhuhao Zhang, Xiaoyuan Cheng

CoRR, April, 2025

Tensor-Var: Variational Data Assimilation in Tensor Product Feature Space.

Yiming Yang, Xiaoyuan Cheng, Daniel Giles, Sibo Cheng, Yi He, Xiao Xue, Boli Chen, Yukun Hu

CoRR, January, 2025

Tensor-Var: Efficient Four-Dimensional Variational Data Assimilation.

Yiming Yang, Xiaoyuan Cheng, Daniel Giles, Sibo Cheng, Yi He, Xiao Xue, Boli Chen, Yukun Hu

Proceedings of the Forty-second International Conference on Machine Learning, 2025

Chaos Meets Attention: Transformers for Large-Scale Dynamical Prediction.

Yi He, Yiming Yang, Xiaoyuan Cheng, Hai Wang, Xiao Xue, Boli Chen, Yukun Hu

Proceedings of the Forty-second International Conference on Machine Learning, 2025

Learning Chaos In A Linear Way.

Xiaoyuan Cheng, Yi He, Yiming Yang, Xiao Xue, Sibo Cheng, Daniel Giles, Xiaohang Tang, Yukun Hu

Proceedings of the Thirteenth International Conference on Learning Representations, 2025

2023

KEEC: Embed to Control on An Equivariant Geometry.

Xiaoyuan Cheng, Yiming Yang, Wei Jiang, Yukun Hu

CoRR, 2023

Safe Reinforcement Learning in Tensor Reproducing Kernel Hilbert Space.

Xiaoyuan Cheng, Boli Chen, Liz Varga, Yukun Hu

CoRR, 2023

2021

Times Series Forecasting for Urban Building Energy Consumption Based on Graph Convolutional Network.

Yuqing Hu, Xiaoyuan Cheng, Suhang Wang, Jianli Chen, Tianxiang Zhao, Enyan Dai

CoRR, 2021