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Wenzhong Li

15 papers at tracked venues · 11 at CORE A* · active 2024–2026

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Venues

AAAI ×6ACM MM ×2IJCAI ×2ACL ×1CIKM ×1ICDE ×1ICRA ×1WWW ×1

Frequent coauthors

Sanglu Lu
×11
Xiaobin Hong
×11
Mingkai Lin
×9
Zhiyuan Yu
×3
Zhangyue Yin
×3
Shijian Xiao
×3
Chaoqun Wang
×3
Xiangkai Ma
×2
Yimiao Shao
×2
Kang Xia
×2
Gong Chen
×1
Yinke Wang
×1

Papers

  1. Demystifying GNN-to-MLP Knowledge Transfer: Theoretical Grounding and Dual-Stream Distillation Method
    AAAI 2026 ·
    Zhiyuan Yu
    ,
    Mingkai Lin
    , Wenzhong Li,
    Zhangyue Yin
    ,
    Shijian Xiao
    ,
    Sanglu Lu
  2. EcoTune: Edge-Cloud Collaborative Model Adaptation for Budget-Constrained On-Device SLM Personalization
    WWW 2026 ·
    Gong Chen
    ,
    Mingkai Lin
    ,
    Xiaobin Hong
    , Wenzhong Li,
    Sanglu Lu
  3. Learnable Matrix Profile for Motif Discovery on Multivariate Time Series
    AAAI 2026 ·
    Mingkai Lin
    ,
    Yinke Wang
    ,
    Xiaobin Hong
    , Wenzhong Li
  4. Multimodal Graph Representation Learning with Dynamic Information Pathways
    AAAI 2026 ·
    Xiaobin Hong
    ,
    Mingkai Lin
    ,
    Xiaoli Wang
    ,
    Chaoqun Wang
    , Wenzhong Li
  5. Thermometer of Thoughts: Enhancing LLM's Exploration via Attention Temperature Modulation
    ACL 2026 ·
    Zhiyuan Yu
    ,
    Shijian Xiao
    ,
    Cam-Tu Nguyen
    ,
    Zhangyue Yin
    ,
    Lekai Xing
    , Wenzhong Li,
    Sanglu Lu
  6. Aggregation Mechanism Based Graph Heterogeneous Networks Distillation
    IJCAI 2025 ·
    Xiaobin Hong
    ,
    Mingkai Lin
    ,
    Xiangkai Ma
    , Wenzhong Li,
    Sanglu Lu
  7. Contextual Structure Knowledge Transfer for Graph Neural Networks
    AAAI 2025 ·
    Zhiyuan Yu
    , Wenzhong Li,
    Zhangyue Yin
    ,
    Xiaobin Hong
    ,
    Shijian Xiao
    ,
    Sanglu Lu
  8. GCoder: Improving Large Language Model for Generalized Graph Reasoning
    CIKM 2025 ·
    Qifan Zhang
    ,
    Xiaobin Hong
    ,
    Jianheng Tang
    ,
    Nuo Chen
    ,
    Yuhan Li
    , Wenzhong Li,
    Jing Tang
    ,
    Jia Li
  9. QuantileFormer: Probabilistic Time Series Forecasting with a Pattern-Mixture Decomposed VAE Transformer
    IJCAI 2025 ·
    Yimiao Shao
    , Wenzhong Li,
    Kang Xia
    ,
    Kaijie Lin
    ,
    Mingkai Lin
    ,
    Sanglu Lu
  10. Semantic-Supervised Spatial-Temporal Fusion for LiDAR-Based 3D Object Detection
    ICRA 2025 ·
    Chaoqun Wang
    ,
    Xiaobin Hong
    , Wenzhong Li,
    Ruimao Zhang
  11. Unified Graph Neural Networks Pre-training for Multi-domain Graphs
    AAAI 2025 ·
    Mingkai Lin
    ,
    Xiaobin Hong
    , Wenzhong Li,
    Sanglu Lu
  12. Label Attentive Distillation for GNN-Based Graph Classification
    AAAI 2024 ·
    Xiaobin Hong
    , Wenzhong Li,
    Chaoqun Wang
    ,
    Mingkai Lin
    ,
    Sanglu Lu
  13. Scalable Multi-Source Pre-training for Graph Neural Networks
    ACM MM 2024 ·
    Mingkai Lin
    , Wenzhong Li,
    Xiaobin Hong
    ,
    Sanglu Lu
  14. TS3Net: Triple Decomposition with Spectrum Gradient for Long-Term Time Series Analysis
    ICDE 2024 ·
    Xiangkai Ma
    ,
    Xiaobin Hong
    ,
    Sanglu Lu
    , Wenzhong Li
  15. Vi2ACT: Video-enhanced Cross-modal Co-learning with Representation Conditional Discriminator for Few-shot Human Activity Recognition
    ACM MM 2024 ·
    Kang Xia
    , Wenzhong Li,
    Yimiao Shao
    ,
    Sanglu Lu