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Guanhua Ye

15 papers at tracked venues · 13 at CORE A* · active 2024–2026

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Venues

WWW ×4AAAI ×3ICDE ×3SIGKDD ×3CIKM ×1IJCAI ×1

Frequent coauthors

Tong Chen
×8
Hongzhi Yin
×8
Junping Du
×5
Zhe Xue
×4
Yingxia Shao
×4
Yawen Li
×4
Meiyu Liang
×3
Wentao Zhang
×3
Kai Zheng
×3
Xinyi Gao
×2
Quoc Viet Hung Nguyen
×2
Jing Long
×2

Papers

  1. HFR-MKGC: Hierarchical Fusion Reasoning with MLLMs for Multi-modal Knowledge Graph Completion
    AAAI 2026 ·
    Di Wang
    ,
    Junping Du
    ,
    Zhe Xue
    ,
    Meiyu Liang
    , Guanhua Ye,
    Yingxia Shao
    ,
    Haisheng Li
  2. Multi-Granularity Multi-Modal Knowledge Graph Representation Learning via Subgraph-Aware Adaptive Fusion and Hierarchical Relation Modeling
    WWW 2026 ·
    Peining Li
    ,
    Meiyu Liang
    ,
    Wei Huang
    ,
    Junping Du
    ,
    Zhe Xue
    , Guanhua Ye,
    Wu Liu
    ,
    Lei Shi
  3. Rethink Representation Learning for Questionnaire Data
    AAAI 2026 · Guanhua Ye,
    Jifeng He
    ,
    Yan Li
    ,
    Junping Du
    ,
    Zhe Xue
    ,
    Yingxia Shao
    ,
    Meiyu Liang
    ,
    Yawen Li
  4. CSAHFL: Clustered Semi-Asynchronous Hierarchical Federated Learning for Dual-layer Non-IID in Heterogeneous Edge Computing Networks
    IJCAI 2025 ·
    Aijing Li
    ,
    Junping Du
    ,
    Dandan Liu
    ,
    Yingxia Shao
    ,
    Tong Zhao
    , Guanhua Ye
  5. Contrastive Graph Condensation: Advancing Data Versatility through Self-Supervised Learning
    SIGKDD 2025 ·
    Xinyi Gao
    ,
    Yayong Li
    ,
    Tong Chen
    , Guanhua Ye,
    Wentao Zhang
    ,
    Hongzhi Yin
  6. DATA-WA: Demand-Based Adaptive Task Assignment with Dynamic Worker Availability Windows
    ICDE 2025 ·
    Jinwen Chen
    ,
    Jiannan Guo
    ,
    Dazhuo Qiu
    ,
    Yawen Li
    , Guanhua Ye,
    Yan Zhao
    ,
    Kai Zheng
  7. On-device Content-based Recommendation with Single-shot Embedding Pruning: A Cooperative Game Perspective
    WWW 2025 ·
    Hung Vinh Tran
    ,
    Tong Chen
    , Guanhua Ye,
    Quoc Viet Hung Nguyen
    ,
    Kai Zheng
    ,
    Hongzhi Yin
  8. Progressive Generalization Risk Reduction for Data-Efficient Causal Effect Estimation
    SIGKDD 2025 ·
    Hechuan Wen
    ,
    Tong Chen
    , Guanhua Ye,
    Li Kheng Chai
    ,
    Shazia Sadiq
    ,
    Hongzhi Yin
  9. Reinforcement Active Client Selection for Federated Heterogeneous Graph Learning
    AAAI 2025 ·
    Jia Wang
    ,
    Yawen Li
    ,
    Yingxia Shao
    ,
    Zhe Xue
    ,
    Zeli Guan
    ,
    Ang Li
    , Guanhua Ye
  10. Rethinking and Accelerating Graph Condensation: A Training-Free Approach with Class Partition
    WWW 2025 ·
    Xinyi Gao
    , Guanhua Ye,
    Tong Chen
    ,
    Wentao Zhang
    ,
    Junliang Yu
    ,
    Hongzhi Yin
  11. Towards Unsupervised Entity Alignment for Highly Heterogeneous Knowledge Graphs
    ICDE 2025 ·
    Runhao Zhao
    ,
    Weixin Zeng
    ,
    Jiuyang Tang
    ,
    Yawen Li
    , Guanhua Ye,
    Junping Du
    ,
    Xiang Zhao
  12. Diffusion-Based Cloud-Edge-Device Collaborative Learning for Next POI Recommendations
    SIGKDD 2024 ·
    Jing Long
    , Guanhua Ye,
    Tong Chen
    ,
    Yang Wang
    ,
    Meng Wang
    ,
    Hongzhi Yin
  13. Physical Trajectory Inference Attack and Defense in Decentralized POI Recommendation
    WWW 2024 ·
    Jing Long
    ,
    Tong Chen
    , Guanhua Ye,
    Kai Zheng
    ,
    Quoc Viet Hung Nguyen
    ,
    Hongzhi Yin
  14. Physics-guided Active Sample Reweighting for Urban Flow Prediction
    CIKM 2024 ·
    Wei Jiang
    ,
    Tong Chen
    , Guanhua Ye,
    Wentao Zhang
    ,
    Lizhen Cui
    ,
    Zi Huang
    ,
    Hongzhi Yin
  15. Unraveling the 'Anomaly' in Time Series Anomaly Detection: A Self-supervised Tri-domain Solution
    ICDE 2024 ·
    Yuting Sun
    ,
    Guansong Pang
    , Guanhua Ye,
    Tong Chen
    ,
    Xia Hu
    ,
    Hongzhi Yin