影响力指数
论文质量、代表作、近期表现、广度与样本量置信度综合计算
37.3/100
前 16.5%
全站排名 #10,642
发表论文7 篇
平均评分
年均产出3.5 篇/年
Peng Wang
研究方向
diffusion models · LLMs · deep learning · subspace clustering · neural collapse · community detection · L1-PCA
20
Understanding Representation Dynamics of Diffusion Models via Low-Dimensional Modeling
NeurIPS 2025Poster
9
Attention-Only Transformers via Unrolled Subspace Denoising
ICML 2025Poster
一作19
Attention-Only Transformers via Unrolled Subspace Denoising
ICLR 2025Rejected
一作25
Understanding Diffusion-based Representation Learning via Low-Dimensional Modeling
ICLR 2025Rejected
4
Diffusion Models Learn Low-Dimensional Distributions via Subspace Clustering
ICLR 2025Withdrawn
一作