PPaperPicks

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

Hongzhi Yin
×14
Wentao Zhang
×9
Tong Chen
×8
Junliang Yu
×4
Quoc Viet Hung Nguyen
×4
Bin Cui
×3
Lizhen Cui
×2
Yayong Li
×2
Guanhua Ye
×2
Qianru Zhang
×2
Haixin Wang
×2
Siu-Ming Yiu
×2

Papers

  1. Relational Database Distillation: From Structured Tables to Condensed Graph Data
    WWW 2026 · Xinyi Gao,
    Jingxi Zhang
    ,
    Lijian Chen
    ,
    Tong Chen
    ,
    Lizhen Cui
    ,
    Hongzhi Yin
  2. Contrastive Graph Condensation: Advancing Data Versatility through Self-Supervised Learning
    SIGKDD 2025 · Xinyi Gao,
    Yayong Li
    ,
    Tong Chen
    ,
    Guanhua Ye
    ,
    Wentao Zhang
    ,
    Hongzhi Yin
  3. Efficient Traffic Prediction Through Spatio-Temporal Distillation
    AAAI 2025 ·
    Qianru Zhang
    , Xinyi Gao,
    Haixin Wang
    ,
    Siu Ming Yiu
    ,
    Hongzhi Yin
  4. Epidemiology-informed Network for Robust Rumor Detection
    WWW 2025 ·
    Wei Jiang
    ,
    Tong Chen
    , Xinyi Gao,
    Wentao Zhang
    ,
    Lizhen Cui
    ,
    Hongzhi Yin
  5. FedVCK: Non-IID Robust and Communication-Efficient Federated Learning via Valuable Condensed Knowledge for Medical Image Analysis
    AAAI 2025 ·
    Guochen Yan
    ,
    Luyuan Xie
    , Xinyi Gao,
    Wentao Zhang
    ,
    Qingni Shen
    ,
    Yuejian Fang
    ,
    Zhonghai Wu
  6. Graph Condensation: Foundations, Methods and Prospects
    WWW 2025 ·
    Hongzhi Yin
    , Xinyi Gao,
    Junliang Yu
    ,
    Ruihong Qiu
    ,
    Tong Chen
    ,
    Quoc Viet Hung Nguyen
    ,
    Zi Huang
  7. HGAurban: Heterogeneous Graph Autoencoding for Urban Spatial-Temporal Learning
    CIKM 2025 ·
    Qianru Zhang
    , Xinyi Gao,
    Haixin Wang
    ,
    Dong Huang
    ,
    Siu-Ming Yiu
    ,
    Hongzhi Yin
  8. ID-Free Not Risk-Free: LLM-Powered Agents Unveil Risks in ID-Free Recommender Systems
    SIGIR 2025 ·
    Zongwei Wang
    ,
    Min Gao
    ,
    Junliang Yu
    , Xinyi Gao,
    Quoc Viet Hung Nguyen
    ,
    Shazia Sadiq
    ,
    Hongzhi Yin
  9. Progressive Stacking for Scalable Graph Condensation
    SIGKDD 2025 ·
    Yibing Bai
    ,
    Min Gao
    ,
    Zongwei Wang
    , Xinyi Gao,
    Wentao Li
  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. Training-Free Heterogeneous Graph Condensation via Data Selection
    ICDE 2025 ·
    Yuxuan Liang
    ,
    Wentao Zhang
    , Xinyi Gao,
    Ling Yang
    ,
    Chong Chen
    ,
    Hongzhi Yin
    ,
    Yunhai Tong
    ,
    Bin Cui
  12. Accelerating Scalable Graph Neural Network Inference with Node-Adaptive Propagation
    ICDE 2024 · Xinyi Gao,
    Wentao Zhang
    ,
    Junliang Yu
    ,
    Yingxia Shao
    ,
    Quoc Viet Hung Nguyen
    ,
    Bin Cui
    ,
    Hongzhi Yin
  13. BIM: Improving Graph Neural Networks with Balanced Influence Maximization
    ICDE 2024 ·
    Wentao Zhang
    , Xinyi Gao,
    Ling Yang
    ,
    Meng Cao
    ,
    Ping Huang
    ,
    Jiulong Shan
    ,
    Hongzhi Yin
    ,
    Bin Cui
  14. Challenging Low Homophily in Social Recommendation
    WWW 2024 ·
    Wei Jiang
    , Xinyi Gao,
    Guandong Xu
    ,
    Tong Chen
    ,
    Hongzhi Yin
  15. Graph Condensation for Inductive Node Representation Learning
    ICDE 2024 · Xinyi Gao,
    Tong Chen
    ,
    Yilong Zang
    ,
    Wentao Zhang
    ,
    Quoc Viet Hung Nguyen
    ,
    Kai Zheng
    ,
    Hongzhi Yin
  16. Graph Condensation for Open-World Graph Learning
    SIGKDD 2024 · Xinyi Gao,
    Tong Chen
    ,
    Wentao Zhang
    ,
    Yayong Li
    ,
    Xiangguo Sun
    ,
    Hongzhi Yin