by Xiaoyuan Cheng Papers
4 papers found
Conference
Chaos Meets Attention: Transformers for Large-Scale Dynamical Prediction
Yi He, Yiming Yang, Xiaoyuan Cheng et al.
ICML 2025arXiv:2504.20858
9
citations
Learning Chaos In A Linear Way
Xiaoyuan Cheng, Yi He, Yiming Yang et al.
ICLR 2025arXiv:2503.14702
8
citations
Safe and Stable Control via Lyapunov-Guided Diffusion Models
Xiaoyuan Cheng, Xiaohang Tang, Yiming Yang
NEURIPS 2025arXiv:2509.25375
4
citations
Tensor-Var: Efficient Four-Dimensional Variational Data Assimilation
Yiming Yang, Xiaoyuan Cheng, Daniel Giles et al.
ICML 2025arXiv:2501.13312
2
citations