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Liyi Chen

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

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Venues

NeurIPS ×2SIGIR ×2WWW ×2AAAI ×1ACL ×1EMNLP ×1SIGKDD ×1

Frequent coauthors

Hui Xiong
×9
Wei Wu
×5
Chao Wang
×5
Shengzhe Zhang
×3
Ying Sun
×3
Tianfu Wang
×2
Dazhong Shen
×2
Kun Fu
×2
Jieping Ye
×2
Zheng Wang
×2
Chuan Qin
×2
Congxi Xiao
×1

Papers

  1. Anti-Length Shift: Dynamic Outlier Truncation for Training Efficient Reasoning Models
    ACL 2026 ·
    Wei Wu
    , Liyi Chen,
    Congxi Xiao
    ,
    Tianfu Wang
    ,
    Qimeng Wang
    ,
    Chengqiang Lu
    ,
    Yan Gao
    ,
    Yi Wu
    ,
    Yao Hu
    ,
    Hui Xiong
  2. Hierarchical Time-Aware Mixture of Experts for Multi-Modal Sequential Recommendation
    WWW 2025 ·
    Shengzhe Zhang
    , Liyi Chen,
    Dazhong Shen
    ,
    Chao Wang
    ,
    Hui Xiong
  3. Structure-Enhanced Protein Instruction Tuning: Towards General-Purpose Protein Understanding with LLMs
    SIGKDD 2025 ·
    Wei Wu
    ,
    Chao Wang
    , Liyi Chen,
    Mingze Yin
    ,
    Yiheng Zhu
    ,
    Kun Fu
    ,
    Jieping Ye
    ,
    Hui Xiong
    ,
    Zheng Wang
  4. TokenSelect: Efficient Long-Context Inference and Length Extrapolation for LLMs via Dynamic Token-Level KV Cache Selection
    EMNLP 2025 ·
    Wei Wu
    ,
    Zhuoshi Pan
    ,
    Kun Fu
    ,
    Chao Wang
    , Liyi Chen,
    Yunchu Bai
    ,
    Tianfu Wang
    ,
    Zheng Wang
    ,
    Hui Xiong
  5. AFDGCF: Adaptive Feature De-correlation Graph Collaborative Filtering for Recommendations
    SIGIR 2024 ·
    Wei Wu
    ,
    Chao Wang
    ,
    Dazhong Shen
    ,
    Chuan Qin
    , Liyi Chen,
    Hui Xiong
  6. COMI: COrrect and MItigate Shortcut Learning Behavior in Deep Neural Networks
    SIGIR 2024 ·
    Lili Zhao
    ,
    Qi Liu
    ,
    Linan Yue
    ,
    Wei Chen
    , Liyi Chen,
    Ruijun Sun
    ,
    Chao Song
  7. Collaboration-Aware Hybrid Learning for Knowledge Development Prediction
    WWW 2024 · Liyi Chen,
    Chuan Qin
    ,
    Ying Sun
    ,
    Xin Song
    ,
    Tong Xu
    ,
    Hengshu Zhu
    ,
    Hui Xiong
  8. Plan-on-Graph: Self-Correcting Adaptive Planning of Large Language Model on Knowledge Graphs
    NeurIPS 2024 · Liyi Chen,
    Panrong Tong
    ,
    Zhongming Jin
    ,
    Ying Sun
    ,
    Jieping Ye
    ,
    Hui Xiong
  9. Tackling Uncertain Correspondences for Multi-Modal Entity Alignment
    NeurIPS 2024 · Liyi Chen,
    Ying Sun
    ,
    Shengzhe Zhang
    ,
    Yuyang Ye
    ,
    Wei Wu
    ,
    Hui Xiong
  10. Temporal Graph Contrastive Learning for Sequential Recommendation
    AAAI 2024 ·
    Shengzhe Zhang
    , Liyi Chen,
    Chao Wang
    ,
    Shuangli Li
    ,
    Hui Xiong