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Yifan Chen

10 papers at tracked venues · 8 at CORE A* · active 2024–2026

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Venues

SIGKDD ×3AAAI ×2NeurIPS ×2CIKM ×1ICML ×1WACV ×1

Frequent coauthors

Xichen Ye
×3
Yifan Xu
×2
Tianxin Wei
×2
Jingrui He
×2
Yifan Wu
×2
Weizhong Zhang
×2
Cheng Jin
×2
Xiaoyuan Zhang
×2
Xi Lin
×2
Qingfu Zhang
×2
Chengzhi Yu
×1
Wenyi Zhang
×1

Papers

  1. Optimizing LVLMs with On-Policy Data for Effective Hallucination Mitigation
    WACV 2026 ·
    Chengzhi Yu
    ,
    Yifan Xu
    , Yifan Chen,
    Wenyi Zhang
  2. When Human Preferences Flip: An Instance-Dependent Robust Loss for RLHF
    AAAI 2026 ·
    Yifan Xu
    ,
    Xichen Ye
    , Yifan Chen,
    Qiaosheng Zhang
  3. Connecting Domains and Contrasting Samples: A Ladder for Domain Generalization
    SIGKDD 2025 ·
    Tianxin Wei
    , Yifan Chen,
    Xinrui He
    ,
    Wenxuan Bao
    ,
    Jingrui He
  4. From Policy Comparison to Process Consistency and Beyond
    CIKM 2025 ·
    Yifan Xu
    ,
    Yujia Yin
    ,
    Yiming Xing
    , Yifan Chen
  5. Optimized Gradient Clipping for Noisy Label Learning
    AAAI 2025 ·
    Xichen Ye
    ,
    Yifan Wu
    ,
    Weizhong Zhang
    ,
    Xiaoqiang Li
    , Yifan Chen,
    Cheng Jin
  6. Partition-wise Graph Filtering: A Unified Perspective Through the Lens of Graph Coarsening
    SIGKDD 2025 ·
    Guoming Li
    ,
    Jian Yang
    , Yifan Chen
  7. ResMoE: Space-efficient Compression of Mixture of Experts LLMs via Residual Restoration
    SIGKDD 2025 ·
    Mengting Ai
    ,
    Tianxin Wei
    , Yifan Chen,
    Zhichen Zeng
    ,
    Ritchie Zhao
    ,
    Girish Varatkar
    ,
    Bita Darvish Rouhani
    ,
    Xianfeng Tang
    ,
    Hanghang Tong
    ,
    Jingrui He
  8. Towards Robust Influence Functions with Flat Validation Minima
    ICML 2025 ·
    Xichen Ye
    ,
    Yifan Wu
    ,
    Weizhong Zhang
    ,
    Cheng Jin
    , Yifan Chen
  9. Gliding over the Pareto Front with Uniform Designs
    NeurIPS 2024 ·
    Xiaoyuan Zhang
    ,
    Genghui Li
    ,
    Xi Lin
    ,
    Yichi Zhang
    , Yifan Chen,
    Qingfu Zhang
  10. LibMOON: A Gradient-based MultiObjective OptimizatioN Library in PyTorch
    NeurIPS 2024 ·
    Xiaoyuan Zhang
    ,
    Liang Zhao
    ,
    Yingying Yu
    ,
    Xi Lin
    , Yifan Chen,
    Han Zhao
    ,
    Qingfu Zhang