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Lingyun Song

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

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Venues

AAAI ×2IJCAI ×2NeurIPS ×2WWW ×2ACL ×1EMNLP ×1ICDE ×1ICDM ×1SIGKDD ×1

Frequent coauthors

Xuequn Shang
×9
Yudai Pan
×5
Xiaolin Han
×5
Xinbiao Gan
×5
Jie Ma
×5
Jun Liu
×5
Chenhao Ma
×3
Pinghui Wang
×3
Hongbin Pei
×3
Jiajie Hong
×2
Tianzhe Zhao
×2
Xiaofan Sun
×2

Papers

  1. G-HiRel: Enhancing the Adaption to Knowledge Updating for Large Language Model Reasoning
    ACL 2026 ·
    Yudai Pan
    ,
    Jiajie Hong
    ,
    Tianzhe Zhao
    , Lingyun Song,
    Lingling Zhang
    ,
    Yixin Chen
    ,
    Xuequn Shang
  2. KSS-MoE: Knowledge Space Synergy Framework in Mixture of Experts for Continual Visual Instruction Tuning
    AAAI 2026 · Lingyun Song,
    Ziyao Chen
    ,
    Kang Pan
    ,
    Xiaolin Han
    ,
    Xinbiao Gan
    ,
    Yudai Pan
    ,
    Xiaofan Sun
    ,
    Xiaoqi Wang
    ,
    Xuequn Shang
  3. Robust Spatial-Temporal Similar Trajectory Search via Structure-Enhanced Domain-Invariant Learning
    ICDE 2026 ·
    Xiaolin Han
    ,
    Yonghao Zhou
    ,
    Chenhao Ma
    , Lingyun Song,
    Xinbiao Gan
    ,
    Xuequn Shang
  4. Debate on Graph: A Flexible and Reliable Reasoning Framework for Large Language Models
    AAAI 2025 ·
    Jie Ma
    ,
    Zhitao Gao
    ,
    Qi Chai
    ,
    Wangchun Sun
    ,
    Pinghui Wang
    ,
    Hongbin Pei
    ,
    Jing Tao
    , Lingyun Song,
    Jun Liu
    ,
    Chen Zhang
    ,
    Lizhen Cui
  5. Deliberation on Priors: Trustworthy Reasoning of Large Language Models on Knowledge Graphs
    NeurIPS 2025 ·
    Jie Ma
    ,
    Ning Qu
    ,
    Zhitao Gao
    ,
    Rui Xing
    ,
    Jun Liu
    ,
    Hongbin Pei
    ,
    Jiang Xie
    , Lingyun Song,
    Pinghui Wang
    ,
    Jing Tao
    ,
    Zhou Su
  6. GraphCom: Communication Hierarchy-aware Graph Engine for Distributed Model Training
    WWW 2025 ·
    Xinbiao Gan
    ,
    Tiejun Li
    ,
    Liang Wu
    ,
    Qiang Zhang
    , Lingyun Song,
    Bo Yang
    ,
    Jie Liu
    ,
    Kai Lu
  7. Logic-Aware Knowledge Graph Reasoning for Structural Sparsity under Large Language Model Supervision
    WWW 2025 ·
    Yudai Pan
    ,
    Jiajie Hong
    ,
    Tianzhe Zhao
    , Lingyun Song,
    Jun Liu
    ,
    Xuequn Shang
  8. Metapath and Hypergraph Structure-based Multi-Channel Graph Contrastive Learning for Student Performance Prediction
    IJCAI 2025 · Lingyun Song,
    Xiaofan Sun
    ,
    Xinbiao Gan
    ,
    Yudai Pan
    ,
    Xiaolin Han
    ,
    Jie Ma
    ,
    Jun Liu
    ,
    Xuequn Shang
  9. Multi-Scale Temporal Neural Network for Stock Trend Prediction Enhanced by Temporal Hyepredge Learning
    IJCAI 2025 · Lingyun Song,
    Haodong Li
    ,
    Siyu Chen
    ,
    Xinbiao Gan
    ,
    Binze Shi
    ,
    Jie Ma
    ,
    Yudai Pan
    ,
    Xiaoqi Wang
    ,
    Xuequn Shang
  10. STREAM: Hierarchical Dynamic Traffic Pattern Inference for Sparse Trajectory Recovery
    ICDM 2025 ·
    Xiaolin Han
    ,
    Tianwen Zhang
    ,
    Yuke Li
    ,
    Gaukhar Issayeva
    ,
    Chenhao Ma
    , Lingyun Song,
    Xuequn Shang
  11. TempASD: Temporal Anomalous Subgraph Discovery in Large-Scale Dynamic Financial Networks
    SIGKDD 2025 ·
    Xiaolin Han
    ,
    Yikun Zhang
    ,
    Chenhao Ma
    , Lingyun Song,
    Reynold Cheng
    ,
    Xuequn Shang
  12. A Robust Dual-debiasing VQA Model based on Counterfactual Causal Effect
    EMNLP 2024 · Lingyun Song,
    Chengkun Yang
    ,
    Xuanyu Li
    ,
    Xuequn Shang
  13. Look, Listen, and Answer: Overcoming Biases for Audio-Visual Question Answering
    NeurIPS 2024 ·
    Jie Ma
    ,
    Min Hu
    ,
    Pinghui Wang
    ,
    Wangchun Sun
    , Lingyun Song,
    Hongbin Pei
    ,
    Jun Liu
    ,
    Youtian Du