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论文质量、代表作、近期表现、广度与样本量置信度综合计算
71.58/100
前 2.4%
全站排名 #1,520
发表论文10 篇
平均评分
年均产出3.3 篇/年
Gen Li
研究方向
reinforcement learning · machine learning · diffusion model · high-dimensional statistics · nonconvex optimization
18
Improved Convergence Rate for Diffusion Probabilistic Models
ICLR 2025Spotlight
一作25
Breaking AR’s Sampling Bottleneck: Provable Acceleration via Diffusion Language Models
NeurIPS 2025Poster
一作13
O(d/T) Convergence Theory for Diffusion Probabilistic Models under Minimal Assumptions
ICLR 2025Poster
一作30
Improving Diffusion-based Inverse Algorithms under Few-Step Constraint via Linear Extrapolation
NeurIPS 2025Poster
13
Provable Efficiency of Guidance in Diffusion Models for General Data Distribution
ICML 2025Poster
一作9
A Score-Based Density Formula, with Applications in Diffusion Generative Models
ICLR 2025Withdrawn
一作