Dian Shen

Venues

Frequent coauthors

Papers

1. Compressing LLM Knowledge into Graph Representations for Text-attributed Graphs Learning
   ACL 2026 ·

   Runhuai Chen

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2. Identification of Influential Node Group in Attributed Graph through Explaining Graph Neural Network
   WWW 2026 ·

   Xiao Tan

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3. LiGen: Active Lipid Generation via a Molecular Language Model
   ACL 2026 ·

   Ying Zhan

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4. Bi-perspective Splitting Defense: Achieving Clean-Seed-Free Backdoor Security
   ICML 2025 ·

   Yangyang Shen

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5. Hourglass: An Adaptive Range Filter with Lightweight Hybrid Encoding
   SIGMOD 2025 ·

   Feifan Liu

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6. NoTeNet: Normalized Mutual Information-Driven Tuning-free Dynamic Dependence Network Inference Method for Multimodal Data
   WWW 2025 ·

   Xiao Tan

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7. Adaptive Group Personalization for Federated Mutual Transfer Learning
   ICML 2024 ·

   Haoqing Xu

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8. DiG-In-GNN: Discriminative Feature Guided GNN-Based Fraud Detector against Inconsistencies in Multi-Relation Fraud Graph
   AAAI 2024 ·

   Jinghui Zhang

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9. Factor Model-Based Large Covariance Estimation from Streaming Data Using a Knowledge-Based Sketch Matrix
   CIKM 2024 ·

   Xiao Tan

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10. FasMe: Fast and Sample-efficient Meta Estimator for Precision Matrix Learning in Small Sample Settings
    NeurIPS 2024 ·

    Xiao Tan

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