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Cheng Chen

6 papers at tracked venues · 6 at CORE A* · active 2024–2025

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Venues

ICML ×2SIGKDD ×2AAAI ×1NeurIPS ×1

Frequent coauthors

Ruofeng Yang
×2
Bo Jiang
×2
Shuai Li
×2
Mingsong Chen
×2
Xian Wei
×2
Ziqi Yao
×1
Lianzhi Li
×1
Ruinan Jin
×1
Baoxiang Wang
×1
Ming Hu
×1
Zhihao Yue
×1
Xiaofei Xie
×1

Papers

  1. Improved Discretization Complexity Analysis of Consistency Models: Variance Exploding Forward Process and Decay Discretization Scheme
    ICML 2025 ·
    Ruofeng Yang
    ,
    Bo Jiang
    , Cheng Chen,
    Shuai Li
  2. Approximate Matrix Multiplication over Sliding Windows
    SIGKDD 2024 ·
    Ziqi Yao
    ,
    Lianzhi Li
    ,
    Mingsong Chen
    ,
    Xian Wei
    , Cheng Chen
  3. Few-Shot Diffusion Models Escape the Curse of Dimensionality
    NeurIPS 2024 ·
    Ruofeng Yang
    ,
    Bo Jiang
    , Cheng Chen,
    Ruinan Jin
    ,
    Baoxiang Wang
    ,
    Shuai Li
  4. Is Aggregation the Only Choice? Federated Learning via Layer-wise Model Recombination
    SIGKDD 2024 ·
    Ming Hu
    ,
    Zhihao Yue
    ,
    Xiaofei Xie
    , Cheng Chen,
    Yihao Huang
    ,
    Xian Wei
    ,
    Xiang Lian
    ,
    Yang Liu
    ,
    Mingsong Chen
  5. Robustness Verification of Deep Reinforcement Learning Based Control Systems Using Reward Martingales
    AAAI 2024 ·
    Dapeng Zhi
    ,
    Peixin Wang
    , Cheng Chen,
    Min Zhang
  6. Zeroth-Order Methods for Constrained Nonconvex Nonsmooth Stochastic Optimization
    ICML 2024 ·
    Zhuanghua Liu
    , Cheng Chen,
    Luo Luo
    ,
    Bryan Kian Hsiang Low