Cheng, Xiaoyuan

7 publications

ICLR 2026 From Embedding to Control: Representations for Stochastic Multi-Object Systems Xiaoyuan Cheng, Yiming Yang, Wei Jiang, Chenyang Yuan, Zhuo Sun, Yukun Hu

ICLR 2026 Information Shapes Koopman Representation Xiaoyuan Cheng, Wenxuan Yuan, Yiming Yang, Yuanzhao Zhang, Sibo Cheng, Yi He, Zhuo Sun

ICLR 2026 Multilevel Control Functional Kaiyu Li, Yiming Yang, Xiaoyuan Cheng, Yi He, Zhuo Sun

ICML 2025 Chaos Meets Attention: Transformers for Large-Scale Dynamical Prediction Yi He, Yiming Yang, Xiaoyuan Cheng, Hai Wang, Xiao Xue, Boli Chen, Yukun Hu

ICLR 2025 Learning Chaos in a Linear Way Xiaoyuan Cheng, Yi He, Yiming Yang, Xiao Xue, Sibo Cheng, Daniel Giles, Xiaohang Tang, Yukun Hu

NeurIPS 2025 Safe and Stable Control via Lyapunov-Guided Diffusion Models Xiaoyuan Cheng, Xiaohang Tang, Yiming Yang

ICML 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