Renyuan Xu

6 papers · 2019–2025 · 4 venues · across top CS/AI venues

Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.

Achievements

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🌍 Conference Polyglot · Bronze 🏃 Academic Marathon · Sprint 🌉 Interdisciplinary Bridge · Silver 🗺️ Taxonomy Completionist (15) 🐣 Hot Topic Early Bird

Venues

ICML (2) NeurIPS (2) ICLR (1) JMLR (1)

Top co-authors

Yinbin Han (2) Meisam Razaviyayn (2) Huining Yang (1) Alain-Sam Cohen (1) Rama Cont (1) Zhengyuan Zhou (1) Ben Hambly (1) Jose Blanchet (1) Anran Hu (1) Junzi Zhang (1)

Research topics

Machine Learning (5) Artificial Intelligence (3) Deep Learning (3) Reinforcement Learning (3) Core AI (3) Methods (3) Optimization & Theory (3) Learning Types (2) Models (2) Mathematics & Optimization (1) Architectures (1) Optimization (1)

Keywords

diffusion model (2) nash equilibrium (2) global convergence (2) online learning (1) policy gradient (1) gradient descent (1) stochastic control (1) policy iteration (1) score matching (1) generalization bound (1) upper confidence bound (1) regret bound (1) contextual bandit (1) neural ordinary differential equation (1) stochastic game (1) activation function (1) residual network (1) network depth (1) mean field game (1) general-sum game (1)

Papers

Stochastic Control for Fine-tuning Diffusion Models: Optimality, Regularity, and Convergence ICML 2025 Neural Network-Based Score Estimation in Diffusion Models: Optimization and Generalization ICLR 2024 Policy Gradient Methods Find the Nash Equilibrium in N-player General-sum Linear-quadratic Games JMLR 2023 Scaling Properties of Deep Residual Networks ICML 2021 Learning in Generalized Linear Contextual Bandits with Stochastic Delays NeurIPS 2019 Learning Mean-Field Games NeurIPS 2019