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Xinyi Gao

University of Queensland, Brisbane, QLD, Australia

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

DBLP profile ↗ORCID 0009-0004-1146-8925 ↗Google Scholar ↗Homepage ↗

Venues

WWW ×5ICDE ×4SIGKDD ×3AAAI ×2CIKM ×1SIGIR ×1

Frequent coauthors

Qianru Zhang
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Wei Jiang
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Guochen Yan
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Hongzhi Yin
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Zongwei Wang
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Yibing Bai
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Yuxuan Liang
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Wentao Zhang
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Papers

  1. Relational Database Distillation: From Structured Tables to Condensed Graph Data
    WWW 2026 · Xinyi Gao
  2. Contrastive Graph Condensation: Advancing Data Versatility through Self-Supervised Learning
    SIGKDD 2025 · Xinyi Gao
  3. Efficient Traffic Prediction Through Spatio-Temporal Distillation
    AAAI 2025 ·
    Qianru Zhang
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  4. Epidemiology-informed Network for Robust Rumor Detection
    WWW 2025 ·
    Wei Jiang
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  5. FedVCK: Non-IID Robust and Communication-Efficient Federated Learning via Valuable Condensed Knowledge for Medical Image Analysis
    AAAI 2025 ·
    Guochen Yan
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  6. Graph Condensation: Foundations, Methods and Prospects
    WWW 2025 ·
    Hongzhi Yin
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  7. HGAurban: Heterogeneous Graph Autoencoding for Urban Spatial-Temporal Learning
    CIKM 2025 ·
    Qianru Zhang
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  8. ID-Free Not Risk-Free: LLM-Powered Agents Unveil Risks in ID-Free Recommender Systems
    SIGIR 2025 ·
    Zongwei Wang
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  9. Progressive Stacking for Scalable Graph Condensation
    SIGKDD 2025 ·
    Yibing Bai
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  10. Rethinking and Accelerating Graph Condensation: A Training-Free Approach with Class Partition
    WWW 2025 · Xinyi Gao
  11. Training-Free Heterogeneous Graph Condensation via Data Selection
    ICDE 2025 ·
    Yuxuan Liang
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  12. Accelerating Scalable Graph Neural Network Inference with Node-Adaptive Propagation
    ICDE 2024 · Xinyi Gao
  13. BIM: Improving Graph Neural Networks with Balanced Influence Maximization
    ICDE 2024 ·
    Wentao Zhang
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  14. Challenging Low Homophily in Social Recommendation
    WWW 2024 ·
    Wei Jiang
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  15. Graph Condensation for Inductive Node Representation Learning
    ICDE 2024 · Xinyi Gao
  16. Graph Condensation for Open-World Graph Learning
    SIGKDD 2024 · Xinyi Gao