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Furong Peng

6 papers at tracked venues · 4 at CORE A* · active 2024–2026

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Venues

AAAI ×2ECML-PKDD ×1EMNLP ×1NeurIPS ×1SIGKDD ×1

Frequent coauthors

Feijiang Li
×3
Xuan Lu
×2
Kang Liu
×2
Sheng Wang
×2
Jiachen Luo
×2
HongRen Yan
×2
Yuhua Qian
×2
Jieting Wang
×1
Xiaolei Shang
×1
Zhensheng Jin
×1
Xinze Li
×1
Yifan Ji
×1

Papers

  1. RI-Loss: A Learnable Residual-Informed Loss for Time Series Forecasting
    AAAI 2026 ·
    Jieting Wang
    ,
    Xiaolei Shang
    ,
    Feijiang Li
    , Furong Peng
  2. ReCUT: Balancing Reasoning Length and Accuracy in LLMs via Stepwise Trails and Preference Optimization
    EMNLP 2025 ·
    Zhensheng Jin
    ,
    Xinze Li
    ,
    Yifan Ji
    ,
    Chunyi Peng
    ,
    Zhenghao Liu
    ,
    Qi Shi
    ,
    Yukun Yan
    ,
    Shuo Wang
    , Furong Peng,
    Ge Yu
  3. Towards Deeper GCNs: Alleviating Over-Smoothing via Iterative Training and Fine-Tuning
    ECML-PKDD 2025 · Furong Peng,
    Jinzhen Gao
    ,
    Xuan Lu
    ,
    Kang Liu
    ,
    Yifan Huo
    ,
    Sheng Wang
  4. Cross-Domain Contrastive Learning for Time Series Clustering
    AAAI 2024 · Furong Peng,
    Jiachen Luo
    ,
    Xuan Lu
    ,
    Sheng Wang
    ,
    Feijiang Li
  5. Neural Collapse To Multiple Centers For Imbalanced Data
    NeurIPS 2024 ·
    Hongren Yan
    ,
    Yuhua Qian
    , Furong Peng,
    Jiachen Luo
    ,
    Zheqing Zhu
    ,
    Feijiang Li
  6. TSC: A Simple Two-Sided Constraint against Over-Smoothing
    SIGKDD 2024 · Furong Peng,
    Kang Liu
    ,
    Xuan Lu
    ,
    Yuhua Qian
    ,
    HongRen Yan
    ,
    Chao Ma