Renyuan Xu - RankMe

44 papers A* 5Journal 37Unranked 1

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Conditional Diffusion Guidance under Hard Constraint: A Stochastic Analysis Approach. CoRR Zhengyi Guo, Wenpin Tang, Renyuan Xu
2026	J	`jnl`	Fast Policy Learning for Linear-Quadratic Control with Entropy Regularization. SIAM J. Control. Optim. Xin Guo, Xinyu Li, Renyuan Xu
2025	J	`jnl`	Adaptive Partitioning and Learning for Stochastic Control of Diffusion Processes. CoRR Hanqing Jin, Renyuan Xu, Yanzhao Yang
2025	J	`jnl`	Diffusion Factor Models: Generating High-Dimensional Returns with Factor Structure. CoRR Minshuo Chen, Renyuan Xu, Yumin Xu, Ruixun Zhang
2025	J	`jnl`	Mean-Field Multiagent Reinforcement Learning: A Decentralized Network Approach. Math. Oper. Res. Haotian Gu, Xin Guo, Xiaoli Wei, Renyuan Xu
2025	J	`jnl`	Model-Free Analysis of Dynamic Trading Strategies. SIAM J. Financial Math. Anna Ananova, Rama Cont, Renyuan Xu
2025	J	`jnl`	Policy Gradient Converges to the Globally Optimal Policy for Nearly Linear-Quadratic Regulators. SIAM J. Control. Optim. Yinbin Han, Meisam Razaviyayn, Renyuan Xu
2025	J	`jnl`	Schrödinger bridge for generative AI: Soft-constrained formulation and convergence analysis. CoRR Jin Ma, Ying Tan, Renyuan Xu
2025	A*	`conf`	Stochastic Control for Fine-tuning Diffusion Models: Optimality, Regularity, and Convergence. ICML Yinbin Han, Meisam Razaviyayn, Renyuan Xu
2024	J	`jnl`	Delay-Adaptive Learning in Generalized Linear Contextual Bandits. Math. Oper. Res. José H. Blanchet, Renyuan Xu, Zhengyuan Zhou
2024	J	`jnl`	Exploratory Optimal Stopping: A Singular Control Formulation. CoRR Jodi Dianetti, Giorgio Ferrari, Renyuan Xu
2024	J	`jnl`	Inference of Utilities and Time Preference in Sequential Decision-Making. CoRR Haoyang Cao, Zhengqi Wu, Renyuan Xu
2024	J	`jnl`	Multi-Task Dynamic Pricing in Credit Market with Contextual Information. CoRR Adel Javanmard, Jingwei Ji, Renyuan Xu
2024	A*	`conf`	Neural Network-Based Score Estimation in Diffusion Models: Optimization and Generalization. ICLR Yinbin Han, Meisam Razaviyayn, Renyuan Xu
2024	J	`jnl`	Neural Network-Based Score Estimation in Diffusion Models: Optimization and Generalization. CoRR Yinbin Han, Meisam Razaviyayn, Renyuan Xu
2024	J	`jnl`	Stochastic Control for Fine-tuning Diffusion Models: Optimality, Regularity, and Convergence. CoRR Yinbin Han, Meisam Razaviyayn, Renyuan Xu
2023	J	`jnl`	A General Framework for Learning Mean-Field Games. Math. Oper. Res. Xin Guo, Anran Hu, Renyuan Xu, Junzi Zhang
2023	J	`jnl`	Dynamic Programming Principles for Mean-Field Controls with Learning. Oper. Res. Haotian Gu, Xin Guo, Xiaoli Wei, Renyuan Xu
2023	J	`jnl`	Fast Policy Learning for Linear Quadratic Regulator with Entropy Regularization. CoRR Xin Guo, Xinyu Li, Renyuan Xu
2023	J	`jnl`	Policy Gradient Converges to the Globally Optimal Policy for Nearly Linear-Quadratic Regulators. CoRR Yinbin Han, Meisam Razaviyayn, Renyuan Xu
2023	J	`jnl`	Policy Gradient Methods Find the Nash Equilibrium in N-player General-sum Linear-quadratic Games. J. Mach. Learn. Res. Ben M. Hambly, Renyuan Xu, Huining Yang
2023	J	`jnl`	Risk-sensitive Markov Decision Process and Learning under General Utility Functions. CoRR Zhengqi Wu, Renyuan Xu
2022	—	`ed.`	3rd ACM International Conference on AI in Finance, ICAIF 2022, New York, NY, USA, November 2-4, 2022 ICAIF Daniele Magazzeni, Senthil Kumar, Rahul Savani, Renyuan Xu, Carmine Ventre, Blanka Horvath, Ruimeng Hu, Tucker Balch, Francesca Toni
2022	J	`jnl`	A Class of Stochastic Games and Moving Free Boundary Problems. SIAM J. Control. Optim. Xin Guo, Wenpin Tang, Renyuan Xu
2022	J	`jnl`	Asymptotic Analysis of Deep Residual Networks. CoRR Rama Cont, Alain Rossier, Renyuan Xu
2022	J	`jnl`	Convergence and Implicit Regularization Properties of Gradient Descent for Deep Residual Networks. CoRR Rama Cont, Alain Rossier, Renyuan Xu
2022	J	`jnl`	Entropy Regularization for Mean Field Games with Learning. Math. Oper. Res. Xin Guo, Renyuan Xu, Thaleia Zariphopoulou
2022	—	`conf`	Risk-Aware Linear Bandits with Application in Smart Order Routing. ICAIF Jingwei Ji, Renyuan Xu, Ruihao Zhu
2022	J	`jnl`	Risk-Aware Linear Bandits: Theory and Applications in Smart Order Routing. CoRR Jingwei Ji, Renyuan Xu, Ruihao Zhu
2021	J	`jnl`	Mean-Field Controls with Q-Learning for Cooperative MARL: Convergence and Complexity Analysis. SIAM J. Math. Data Sci. Haotian Gu, Xin Guo, Xiaoli Wei, Renyuan Xu
2021	J	`jnl`	Mean-Field Multi-Agent Reinforcement Learning: A Decentralized Network Approach. CoRR Haotian Gu, Xin Guo, Xiaoli Wei, Renyuan Xu
2021	J	`jnl`	Policy Gradient Methods Find the Nash Equilibrium in N-player General-sum Linear-quadratic Games. CoRR Ben M. Hambly, Renyuan Xu, Huining Yang
2021	J	`jnl`	Policy Gradient Methods for the Noisy Linear Quadratic Regulator over a Finite Horizon. SIAM J. Control. Optim. Ben M. Hambly, Renyuan Xu, Huining Yang
2021	J	`jnl`	Recent Advances in Reinforcement Learning in Finance. CoRR Ben M. Hambly, Renyuan Xu, Huining Yang
2021	A*	`conf`	Scaling Properties of Deep Residual Networks. ICML Alain-Sam Cohen, Rama Cont, Alain Rossier, Renyuan Xu
2021	J	`jnl`	Scaling Properties of Deep Residual Networks. CoRR Alain-Sam Cohen, Rama Cont, Alain Rossier, Renyuan Xu
2020	J	`jnl`	A General Framework for Learning Mean-Field Games. CoRR Xin Guo, Anran Hu, Renyuan Xu, Junzi Zhang
2020	J	`jnl`	Delay-Adaptive Learning in Generalized Linear Contextual Bandits. CoRR Jose H. Blanchet, Renyuan Xu, Zhengyuan Zhou
2020	J	`jnl`	Entropy Regularization for Mean Field Games with Learning. CoRR Xin Guo, Renyuan Xu, Thaleia Zariphopoulou
2020	J	`jnl`	Policy Gradient Methods for the Noisy Linear Quadratic Regulator over a Finite Horizon. CoRR Ben M. Hambly, Renyuan Xu, Huining Yang
2020	J	`jnl`	Q-Learning for Mean-Field Controls. CoRR Haotian Gu, Xin Guo, Xiaoli Wei, Renyuan Xu
2019	A*	`conf`	Learning Mean-Field Games. NeurIPS Xin Guo, Anran Hu, Renyuan Xu, Junzi Zhang
2019	A*	`conf`	Learning in Generalized Linear Contextual Bandits with Stochastic Delays. NeurIPS Zhengyuan Zhou, Renyuan Xu, Jose H. Blanchet
2019	J	`jnl`	Stochastic Games for Fuel Follower Problem: N versus Mean Field Game. SIAM J. Control. Optim. Xin Guo, Renyuan Xu