Huizhuo Yuan
10 papers · 2019–2025 · 3 conferences · across top CS/AI conferences
Achievements
Jump to papers ↓+3 more ↓ Show less ↑
πΊοΈ Taxonomy Completionist (13) π§ Keyword Pioneer π Interdisciplinary Bridge π Conference Polyglot (3) π Academic Marathon (6)
π
Cross-Pollinator
(14)
π
Renaissance Researcher
(6)
π
Century Club
(10)
Conferences
ICML (5)
NIPS (3)
ICLR (2)
Top co-authors
Keywords
stochastic gradient descent
(2)
reinforcement learning
(1)
non-convex optimization
(1)
machine translation
(1)
text generation
(1)
convergence analysis
(1)
text-to-image generation
(1)
minimax optimization
(1)
reinforcement learning from human feedback
(1)
nonsmooth optimization
(1)
complexity bound
(1)
diffusion model
(1)
alternating direction method of multiplier
(1)
first-order method
(1)
human preference alignment
(1)
discrete diffusion model
(1)
human preference
(1)
self-play fine-tuning
(1)
compositional optimization
(1)
nesterov acceleration
(1)
Papers
MARS: Unleashing the Power of Variance Reduction for Training Large Models
ICML 2025
Self-Play Preference Optimization for Language Model Alignment
ICLR 2025
Self-Play Fine-Tuning Converts Weak Language Models to Strong Language Models
ICML 2024
Fast Sampling via Discrete Non-Markov Diffusion Models with Predetermined Transition Time
NIPS 2024
Self-Play Fine-tuning of Diffusion Models for Text-to-image Generation
NIPS 2024
Protein Conformation Generation via Force-Guided SE(3) Diffusion Models
ICML 2024
A General Framework for Sample-Efficient Function Approximation in Reinforcement Learning
ICLR 2023
Nesterov Meets Optimism: Rate-Optimal Separable Minimax Optimization
ICML 2023
Differential Inclusions for Modeling Nonsmooth ADMM Variants: A Continuous Limit Theory
ICML 2019
Efficient Smooth Non-Convex Stochastic Compositional Optimization via Stochastic Recursive Gradient Descent
NIPS 2019