PPaperPicks

Yanwei Yu

24 papers at tracked venues · 14 at CORE A* · active 2024–2026

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Venues

AAAI ×9IJCAI ×5CIKM ×4ICDE ×2WWW ×2ECML-PKDD ×1SIGKDD ×1

Frequent coauthors

Junyu Dong
×8
Yuan Cao
×7
Zhongying Zhao
×7
Jianpeng Qi
×7
Guiyuan Jiang
×6
Xiang Li
×5
Haobing Liu
×5
Bin Wang
×5
Xingyu Zhao
×4
Lei Cao
×4
Guoqing Chao
×3
Ruobing Jiang
×3

Papers

  1. Automatic Channel Pruning by Searching with Structure Embedding for Hash Network
    AAAI 2026 ·
    Zifan Liu
    ,
    Yuan Cao
    ,
    Yifan Sun
    , Yanwei Yu,
    Heng Qi
  2. Multiplex Heterogeneous Graph Neural Networks with Euclidean-Riemannian Mutual Space Synergy
    AAAI 2026 ·
    Xiang Li
    ,
    Yuan Cao
    ,
    Zhongying Zhao
    ,
    Guoqing Chao
    , Yanwei Yu
  3. ScaleGNN: Towards Scalable Graph Neural Networks via Adaptive High-order Neighboring Feature Fusion
    WWW 2026 ·
    Xiang Li
    ,
    Jianpeng Qi
    ,
    Haobing Liu
    ,
    Yuan Cao
    ,
    Guoqing Chao
    ,
    Zhongying Zhao
    ,
    Junyu Dong
    ,
    Xinwang Liu
    , Yanwei Yu
  4. Self-Supervised Cross-City Trajectory Representation Learning Based on Meta-Learning
    AAAI 2026 · Yanwei Yu,
    Hong Xia
    ,
    Shaoxuan Gu
    ,
    Xingyu Zhao
    ,
    Dongliang Chen
    ,
    Yuan Cao
  5. S²HyRec: Self-Supervised Hypergraph Sequential Recommendation
    AAAI 2026 ·
    Yuchen Liu
    ,
    Kunyu Ni
    ,
    Zhongying Zhao
    ,
    Guoqing Chao
    , Yanwei Yu
  6. TrajAgg: Dual-Scale Feature Aggregation with Hybrid Training for Trajectory Similarity Computation in Free Space
    AAAI 2026 ·
    Xiao Zhang
    ,
    Xingyu Zhao
    ,
    Yuan Cao
    ,
    Bin Wang
    ,
    Guiyuan Jiang
    , Yanwei Yu
  7. Weighted Graph Clustering via Scale Contraction and Graph Structure Learning
    WWW 2026 ·
    Haobing Liu
    ,
    Yinuo Zhang
    ,
    Tingting Wang
    ,
    Ruobing Jiang
    , Yanwei Yu
  8. CoLA-Former: Graph Transformer Using Communal Linear Attention for Lightweight Sequential Recommendation
    IJCAI 2025 ·
    Zhongying Zhao
    ,
    Jinyu Zhang
    ,
    Chuanxu Jia
    ,
    Chao Li
    , Yanwei Yu,
    Qingtian Zeng
  9. Correlation-Attention Masked Temporal Transformer for User Identity Linkage Using Heterogeneous Mobility Data
    AAAI 2025 ·
    Ziang Yan
    ,
    Xingyu Zhao
    ,
    Hanqing Ma
    ,
    Wei Chen
    ,
    Jianpeng Qi
    , Yanwei Yu,
    Junyu Dong
  10. DGraFormer: Dynamic Graph Learning Guided Multi-Scale Transformer for Multivariate Time Series Forecasting
    IJCAI 2025 ·
    Han Yan
    ,
    Dongliang Chen
    ,
    Guiyuan Jiang
    ,
    Bin Wang
    ,
    Lei Cao
    ,
    Junyu Dong
    , Yanwei Yu
  11. Exploring the Tradeoff Between Diversity and Discrimination for Continuous Category Discovery
    CIKM 2025 ·
    Ruobing Jiang
    ,
    Yang Liu
    ,
    Haobing Liu
    , Yanwei Yu,
    Chunyang Wang
  12. Hierarchy-Consistent Learning and Adaptive Loss Balancing for Hierarchical Multi-Label Classification
    CIKM 2025 ·
    Ruobing Jiang
    ,
    Mengzhe Liu
    ,
    Haobing Liu
    , Yanwei Yu
  13. Lightweight Yet Fine-Grained: A Graph Capsule Convolutional Network with Subspace Alignment for Shared-Account Sequential Recommendation
    AAAI 2025 ·
    Jinyu Zhang
    ,
    Zhongying Zhao
    ,
    Chao Li
    , Yanwei Yu
  14. MaskDGNN: Self-Supervised Dynamic Graph Neural Networks with Activeness-aware Temporal Masking
    IJCAI 2025 ·
    Yiming He
    ,
    Xiang Li
    ,
    Zhongying Zhao
    ,
    Haobing Liu
    ,
    Peilan He
    , Yanwei Yu
  15. Non-collective Calibrating Strategy for Time Series Forecasting
    IJCAI 2025 ·
    Bin Wang
    ,
    Yongqi Han
    ,
    Minbo Ma
    ,
    Tianrui Li
    ,
    Junbo Zhang
    ,
    Feng Hong
    , Yanwei Yu
  16. Scalable Trajectory-User Linking with Dual-Stream Representation Networks
    AAAI 2025 ·
    Hao Zhang
    ,
    Wei Chen
    ,
    Xingyu Zhao
    ,
    Jianpeng Qi
    ,
    Guiyuan Jiang
    , Yanwei Yu
  17. Self-Supervised Trajectory Representation Learning with Multi-Scale Spatio-Temporal Feature Exploration
    ICDE 2025 ·
    Hong Xia
    ,
    Xiao Zhang
    ,
    Yuan Cao
    ,
    Lei Cao
    , Yanwei Yu,
    Junyu Dong
  18. Spatiotemporal-aware Trend-Seasonality Decomposition Network for Traffic Flow Forecasting
    AAAI 2025 ·
    Lingxiao Cao
    ,
    Bin Wang
    ,
    Guiyuan Jiang
    , Yanwei Yu,
    Junyu Dong
  19. UMGAD: Unsupervised Multiplex Graph Anomaly Detection
    ICDE 2025 ·
    Xiang Li
    ,
    Jianpeng Qi
    ,
    Zhongying Zhao
    ,
    Guanjie Zheng
    ,
    Lei Cao
    ,
    Junyu Dong
    , Yanwei Yu
  20. Dataset Condensation for Time Series Classification via Dual Domain Matching
    SIGKDD 2024 ·
    Zhanyu Liu
    ,
    Ke Hao
    ,
    Guanjie Zheng
    , Yanwei Yu
  21. Hierarchical Graph Contrastive Learning for Review-Enhanced Recommendation
    ECML-PKDD 2024 ·
    Changsheng Shui
    ,
    Xiang Li
    ,
    Jianpeng Qi
    ,
    Guiyuan Jiang
    , Yanwei Yu
  22. Hypergraph Hash Learning for Efficient Trajectory Similarity Computation
    CIKM 2024 ·
    Yuan Cao
    ,
    Lei Li
    ,
    Xiangru Chen
    ,
    Xue Xu
    ,
    Zuojin Huang
    , Yanwei Yu
  23. MoTTo: Scalable Motif Counting with Time-aware Topology Constraint for Large-scale Temporal Graphs
    CIKM 2024 ·
    Jiantao Li
    ,
    Jianpeng Qi
    ,
    Yueling Huang
    ,
    Lei Cao
    , Yanwei Yu,
    Junyu Dong
  24. Multi-Relational Graph Attention Network for Social Relationship Inference from Human Mobility Data
    IJCAI 2024 ·
    Guangming Qin
    ,
    Jianpeng Qi
    ,
    Bin Wang
    ,
    Guiyuan Jiang
    , Yanwei Yu,
    Junyu Dong