Lingyun Song

Venues

Frequent coauthors

Papers

1. G-HiRel: Enhancing the Adaption to Knowledge Updating for Large Language Model Reasoning
   ACL 2026 ·

   Yudai Pan

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2. KSS-MoE: Knowledge Space Synergy Framework in Mixture of Experts for Continual Visual Instruction Tuning
   AAAI 2026 · Lingyun Song
3. Robust Spatial-Temporal Similar Trajectory Search via Structure-Enhanced Domain-Invariant Learning
   ICDE 2026 ·

   Xiaolin Han

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4. Debate on Graph: A Flexible and Reliable Reasoning Framework for Large Language Models
   AAAI 2025 ·

   Jie Ma

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5. Deliberation on Priors: Trustworthy Reasoning of Large Language Models on Knowledge Graphs
   NeurIPS 2025 ·

   Jie Ma

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6. GraphCom: Communication Hierarchy-aware Graph Engine for Distributed Model Training
   WWW 2025 ·

   Xinbiao Gan

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7. Logic-Aware Knowledge Graph Reasoning for Structural Sparsity under Large Language Model Supervision
   WWW 2025 ·

   Yudai Pan

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8. Metapath and Hypergraph Structure-based Multi-Channel Graph Contrastive Learning for Student Performance Prediction
   IJCAI 2025 · Lingyun Song
9. Multi-Scale Temporal Neural Network for Stock Trend Prediction Enhanced by Temporal Hyepredge Learning
   IJCAI 2025 · Lingyun Song
10. STREAM: Hierarchical Dynamic Traffic Pattern Inference for Sparse Trajectory Recovery
    ICDM 2025 ·

    Xiaolin Han

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11. TempASD: Temporal Anomalous Subgraph Discovery in Large-Scale Dynamic Financial Networks
    SIGKDD 2025 ·

    Xiaolin Han

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12. A Robust Dual-debiasing VQA Model based on Counterfactual Causal Effect
    EMNLP 2024 · Lingyun Song
13. Look, Listen, and Answer: Overcoming Biases for Audio-Visual Question Answering
    NeurIPS 2024 ·

    Jie Ma

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