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Songtao Guo

Personal Information

Professor
Supervisor of Doctorate Candidates
Supervisor of Master's Candidates

Scientific Research

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Paper Publications More>>

Lu Yang.PreM-FedIoV: A Novel Federated Reinforcement Learning Framework for Predictive Maintenance in IoV.IEEE Transactions on Mobile Computing.2024,In press
Yanjie Li.A Survey of Robustness and Safety of 2D and 3D Deep Learning Models against Adversarial Attacks.ACM Computing Surveys.2024,56(6):1-37
Yingcheng Wang.FedSG: A Personalized Subgraph Federated Learning framework on Multiple Non-IID Graphs.IEEE Transactions on Emerging Topics in Computational Intelligence.2024:1-16
Dewen Qiao.Resources-efficient Adaptive Federated Learning for Digital Twin-Enabled IIoT.IEEE Transactions on Network and Engineering.2024,In press
Lu Yang.ConViTML: A Convolutional Vision Transformer-based Meta-Learning Framework for Real-Time Edge Network Traffic Classification.IEEE Transactions on Network and Service Management.2024,In press
Yanjie Li.Physical-World Optical Adversarial Attacks on 3D Face Recognition.2023 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR).2023:24699-24708

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