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He Zhang

He Zhang

Research Fellow @ RMIT

Monash University

Faculty of IT

    Interests
    • Artificial Intelligence
    • Machine Learning
    Education
    • Ph.D in AI, 2024

      Monash University

    • M.S in Computer Science and Technology, 2019

      Institute of Computing Technology, Chinese Academy of Sciences

    • B.S in Mathematics and Applied Mathematics, 2013

      Nanjing University of Science and Technology

    Latest

    • Trustworthy Graph Neural Networks: Aspects, Methods and Trends
    • Unraveling Privacy Risks of Individual Fairness in Graph Neural Networks
    • GraphGuard: Detecting and Counteracting Training Data Misuse in Graph Neural Networks
    • GOODAT: Towards Test-time Graph Out-of-Distribution Detection
    • A Survey on Fairness-aware Recommender Systems
    • Demystifying Uneven Vulnerability of Link Stealing Attacks against Graph Neural Networks
    • Finding the Missing-half: Graph Complementary Learning for Homophily-prone and Heterophily-prone Graphs
    • How Far are We from Robust Long Abstractive Summarization?
    • Projective Ranking-based GNN Evasion Attacks
    • Projective Ranking: A Transferable Evasion Attack Method on Graph Neural Networks

    © {2024} TrustAGI Lab. This work is licensed under CC BY NC ND 4.0

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