Xu, Renyuan

7 publications

ICML 2025 Stochastic Control for Fine-Tuning Diffusion Models: Optimality, Regularity, and Convergence Yinbin Han, Meisam Razaviyayn, Renyuan Xu

ICLR 2024 Neural Network-Based Score Estimation in Diffusion Models: Optimization and Generalization Yinbin Han, Meisam Razaviyayn, Renyuan Xu

JMLR 2023 Policy Gradient Methods Find the Nash Equilibrium in N-Player General-Sum Linear-Quadratic Games Ben Hambly, Renyuan Xu, Huining Yang

NeurIPSW 2022 Policy Gradient Finds Global Optimum of Nearly Linear-Quadratic Control Systems Yinbin Han, Meisam Razaviyayn, Renyuan Xu

ICML 2021 Scaling Properties of Deep Residual Networks Alain-Sam Cohen, Rama Cont, Alain Rossier, Renyuan Xu

NeurIPS 2019 Learning Mean-Field Games Xin Guo, Anran Hu, Renyuan Xu, Junzi Zhang

NeurIPS 2019 Learning in Generalized Linear Contextual Bandits with Stochastic Delays Zhengyuan Zhou, Renyuan Xu, Jose Blanchet