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Sanglu Lu

15 papers at tracked venues · 12 at CORE A* · active 2024–2026

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Venues

AAAI ×4ACM MM ×3IJCAI ×2ACL ×1CVPR ×1EMNLP ×1ICDE ×1NeurIPS ×1WWW ×1

Frequent coauthors

Wenzhong Li
×11
Mingkai Lin
×7
Xiaobin Hong
×7
Zhiyuan Yu
×3
Zhangyue Yin
×3
Shijian Xiao
×3
Shiwei Gan
×3
Lei Xie
×3
Xiangkai Ma
×2
Yafeng Yin
×2
Zhiwei Jiang
×2
Hongkai Wen
×2

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. 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
  4. Aggregation Mechanism Based Graph Heterogeneous Networks Distillation
    IJCAI 2025 ·
    Xiaobin Hong
    ,
    Mingkai Lin
    ,
    Xiangkai Ma
    ,
    Wenzhong Li
    , Sanglu Lu
  5. Contextual Structure Knowledge Transfer for Graph Neural Networks
    AAAI 2025 ·
    Zhiyuan Yu
    ,
    Wenzhong Li
    ,
    Zhangyue Yin
    ,
    Xiaobin Hong
    ,
    Shijian Xiao
    , Sanglu Lu
  6. Decode-What-Matters: Frame-Level Parallel Generative Decoding to Accelerate Large-Scale Video Analytics
    ACM MM 2025 ·
    Xiaokun Wang
    ,
    Yuting Yan
    ,
    Sheng Zhang
    ,
    Andong Zhu
    ,
    Ning Chen
    ,
    Yu Chen
    ,
    Zhuzhong Qian
    , Sanglu Lu,
    Yu Liang
  7. MixSignGraph: A Sign Sequence is Worth Mixed Graphs of Nodes
    NeurIPS 2025 ·
    Shiwei Gan
    ,
    Yafeng Yin
    ,
    Zhiwei Jiang
    ,
    Lei Xie
    , Sanglu Lu,
    Hongkai Wen
  8. PVTNL: Prompting Vision Transformers with Natural Language for Generalizable Person Re-identification
    EMNLP 2025 ·
    Ning Wang
    ,
    Lei Xie
    , Sanglu Lu,
    Shiwei Gan
  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. Unified Graph Neural Networks Pre-training for Multi-domain Graphs
    AAAI 2025 ·
    Mingkai Lin
    ,
    Xiaobin Hong
    ,
    Wenzhong Li
    , Sanglu Lu
  11. Label Attentive Distillation for GNN-Based Graph Classification
    AAAI 2024 ·
    Xiaobin Hong
    ,
    Wenzhong Li
    ,
    Chaoqun Wang
    ,
    Mingkai Lin
    , Sanglu Lu
  12. Scalable Multi-Source Pre-training for Graph Neural Networks
    ACM MM 2024 ·
    Mingkai Lin
    ,
    Wenzhong Li
    ,
    Xiaobin Hong
    , Sanglu Lu
  13. SignGraph: A Sign Sequence is Worth Graphs of Nodes
    CVPR 2024 ·
    Shiwei Gan
    ,
    Yafeng Yin
    ,
    Zhiwei Jiang
    ,
    Hongkai Wen
    ,
    Lei Xie
    , 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