Renyuan Xu
6 papers · 2019–2025 · 4 conferences · across top CS/AI conferences
Achievements
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π Conference Polyglot (4) π Academic Marathon (6) π Renaissance Researcher (5) π Interdisciplinary Bridge πΊοΈ Taxonomy Completionist (10)
π§
Keyword Pioneer
π
Cross-Pollinator
(15)
Conferences
ICML (2)
NIPS (2)
ICLR (1)
JMLR (1)
Top co-authors
Keywords
nash equilibrium
(2)
stochastic gradient descent
(1)
policy gradient
(1)
global convergence
(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)
multi-agent system
(1)
multi-agent reinforcement learning
(1)
linear-quadratic 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 Mean-Field Games
NIPS 2019
Learning in Generalized Linear Contextual Bandits with Stochastic Delays
NIPS 2019