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    Chapter and Conference Paper

    Subgraph Federated Learning with Global Graph Reconstruction

    Missing cross-subgraph information is a unique problem in Subgraph Federated Learning (SFL) and severely affects the performance of the learned model. Existing cutting-edge methods typically allow clients to e...

    Zhi Liu, Hanlin Zhou, Feng **a, Guojiang Shen, Vidya Saikrishna in Web and Big Data (2024)

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    Chapter and Conference Paper

    Social Behavior-Aware Driving Intention Detection Using Spatio-Temporal Attention Network

    Driving intent detection represents a formidable challenge in the realm of intelligent transportation systems, as its accurate prediction is crucial for guaranteeing the safety and reliability of autonomous ve...

    Pengfei Li, Guojiang Shen, Qihong Pan, Zhi Liu in Big Data and Social Computing (2023)