Ot-flow: Fast and accurate continuous normalizing flows via optimal transport D Onken, SW Fung, X Li, L Ruthotto Proceedings of the AAAI Conference on Artificial Intelligence 35 (10), 9223-9232, 2021 | 167 | 2021 |
A neural network approach for high-dimensional optimal control applied to multiagent path finding D Onken, L Nurbekyan, X Li, SW Fung, S Osher, L Ruthotto IEEE Transactions on Control Systems Technology 31 (1), 235-251, 2022 | 64 | 2022 |
A neural network approach applied to multi-agent optimal control D Onken, L Nurbekyan, X Li, SW Fung, S Osher, L Ruthotto 2021 European Control Conference (ECC), 1036-1041, 2021 | 41 | 2021 |
A neural network approach for stochastic optimal control X Li, D Verma, L Ruthotto SIAM Journal on Scientific Computing 46 (5), C535-C556, 2024 | 11 | 2024 |
OT-Transformer: A Continuous-time Transformer Architecture with Optimal Transport Regularization K Kan, X Li, S Osher arXiv preprint arXiv:2501.18793, 2025 | | 2025 |
Improving Sampling and Function Approximation in Machine Learning Methods for Solving Partial Differential Equations X Li | | 2024 |