PPaperPicks

Yufa Zhou

6 papers at tracked venues · 5 at CORE A* · active 2025–2025

Venues

Frequent coauthors

Zhao Song
×5
Yingyu Liang
×3
Zhenmei Shi
×3
Xuan Shen
×2
Bo Chen
×2
Pu Zhao
×2
Yanzhi Wang
×2
Jiuxiang Gu
×2
Zhizhou Sha
×2
Jiangxuan Long
×1
Zichen Wen
×1
Shaobo Wang
×1

Papers

  1. Beyond Linear Approximations: A Novel Pruning Approach for Attention Matrix
    ICLR 2025 ·
    Yingyu Liang
    ,
    Jiangxuan Long
    ,
    Zhenmei Shi
    ,
    Zhao Song
    , Yufa Zhou
  2. Efficient Multi-modal Large Language Models via Progressive Consistency Distillation
    NeurIPS 2025 ·
    Zichen Wen
    ,
    Shaobo Wang
    , Yufa Zhou,
    Junyuan Zhang
    ,
    Qintong Zhang
    ,
    Yifeng Gao
    ,
    Zhaorun Chen
    ,
    Bin Wang
    ,
    Weijia Li
    ,
    Conghui He
    ,
    Linfeng Zhang
  3. LazyDiT: Lazy Learning for the Acceleration of Diffusion Transformers
    AAAI 2025 ·
    Xuan Shen
    ,
    Zhao Song
    , Yufa Zhou,
    Bo Chen
    ,
    Yanyu Li
    ,
    Yifan Gong
    ,
    Kai Zhang
    ,
    Hao Tan
    ,
    Jason Kuen
    ,
    Henghui Ding
    ,
    Zhihao Shu
    ,
    Wei Niu
    ,
    Pu Zhao
    ,
    Yanzhi Wang
    ,
    Jiuxiang Gu
  4. Looped ReLU MLPs May Be All You Need as Practical Programmable Computers
    AISTATS 2025 ·
    Yingyu Liang
    ,
    Zhizhou Sha
    ,
    Zhenmei Shi
    ,
    Zhao Song
    , Yufa Zhou
  5. Numerical Pruning for Efficient Autoregressive Models
    AAAI 2025 ·
    Xuan Shen
    ,
    Zhao Song
    , Yufa Zhou,
    Bo Chen
    ,
    Jing Liu
    ,
    Ruiyi Zhang
    ,
    Ryan A. Rossi
    ,
    Hao Tan
    ,
    Tong Yu
    ,
    Xiang Chen
    ,
    Yufan Zhou
    ,
    Tong Sun
    ,
    Pu Zhao
    ,
    Yanzhi Wang
    ,
    Jiuxiang Gu
  6. Unraveling the Smoothness Properties of Diffusion Models: A Gaussian Mixture Perspective
    ICCV 2025 ·
    Yingyu Liang
    ,
    Zhizhou Sha
    ,
    Zhenmei Shi
    ,
    Zhao Song
    ,
    Mingda Wan
    , Yufa Zhou