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Zhen Qin

9 papers at tracked venues · 9 at CORE A* · active 2024–2026

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Venues

WWW ×3ACL ×2AAAI ×1ACM MM ×1ICDE ×1ICML ×1

Frequent coauthors

Shuiguang Deng
×9
Mengchu Zhou
×3
Feiyi Chen
×3
Zhaomin Wu
×2
Chen Zhi
×2
Xueqiang Yan
×2
Yingying Zhang
×2
Lunting Fan
×2
Qingsong Wen
×2
Yicheng Zhang
×1
Jian Hou
×1
Yunkun Wang
×1

Papers

  1. Personalized Federated Fine-Tuning for LLMs via Data-Driven Heterogeneous Model Architectures
    WWW 2026 ·
    Yicheng Zhang
    , Zhen Qin,
    Zhaomin Wu
    ,
    Jian Hou
    ,
    Shuiguang Deng
  2. ExploraCoder: Advancing Code Generation for Multiple Unseen APIs via Planning and Chained Exploration
    ACL 2025 ·
    Yunkun Wang
    ,
    Yue Zhang
    , Zhen Qin,
    Chen Zhi
    ,
    Binhua Li
    ,
    Fei Huang
    ,
    Yongbin Li
    ,
    Shuiguang Deng
  3. Federated Data-Efficient Instruction Tuning for Large Language Models
    ACL 2025 · Zhen Qin,
    Zhaomin Wu
    ,
    Bingsheng He
    ,
    Shuiguang Deng
  4. SeMi: When Imbalanced Semi-Supervised Learning Meets Mining Hard Examples
    ACM MM 2025 ·
    Yin Wang
    ,
    Zixuan Wang
    ,
    Hao Lu
    , Zhen Qin,
    Hailiang Zhao
    ,
    Guanjie Cheng
    ,
    Xin Du
    ,
    Ge Su
    ,
    Li Kuang
    ,
    Mengchu Zhou
    ,
    Shuiguang Deng
  5. BlockDFL: A Blockchain-based Fully Decentralized Peer-to-Peer Federated Learning Framework
    WWW 2024 · Zhen Qin,
    Xueqiang Yan
    ,
    Mengchu Zhou
    ,
    Shuiguang Deng
  6. Federated Full-Parameter Tuning of Billion-Sized Language Models with Communication Cost under 18 Kilobytes
    ICML 2024 · Zhen Qin,
    Daoyuan Chen
    ,
    Bingchen Qian
    ,
    Bolin Ding
    ,
    Yaliang Li
    ,
    Shuiguang Deng
  7. LARA: A Light and Anti-overfitting Retraining Approach for Unsupervised Time Series Anomaly Detection
    WWW 2024 ·
    Feiyi Chen
    , Zhen Qin,
    Mengchu Zhou
    ,
    Yingying Zhang
    ,
    Shuiguang Deng
    ,
    Lunting Fan
    ,
    Guansong Pang
    ,
    Qingsong Wen
  8. Learning Multi-Pattern Normalities in the Frequency Domain for Efficient Time Series Anomaly Detection
    ICDE 2024 ·
    Feiyi Chen
    ,
    Yingying Zhang
    , Zhen Qin,
    Lunting Fan
    ,
    Renhe Jiang
    ,
    Yuxuan Liang
    ,
    Qingsong Wen
    ,
    Shuiguang Deng
  9. Resisting Backdoor Attacks in Federated Learning via Bidirectional Elections and Individual Perspective
    AAAI 2024 · Zhen Qin,
    Feiyi Chen
    ,
    Chen Zhi
    ,
    Xueqiang Yan
    ,
    Shuiguang Deng