Personal Information

Professor
Supervisor of Doctorate Candidates
Supervisor of Master's Candidates

Paper Publications

Lu Yang,Chen-Khong Tham,Mingyan Li,Guiyan Liu,Pengzhan Zhou.PreM-FedIoV: A Novel Federated Reinforcement Learning Framework for Predictive Maintenance in IoV:IEEE Transactions on Mobile Computing,2024,In press
Yanjie Li,Bin Xie,Songtao Guo,Yuanyuan Yang.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,Dewen Qiao,Guiyan Liu.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,Mingyan Li,Jun Zhao,Bin Xiao.Resources-efficient Adaptive Federated Learning for Digital Twin-Enabled IIoT:IEEE Transactions on Network and Engineering,2024,In press
Lu Yang,Defang Liu,Yue Zeng,Xianlong Jiao,Yuhao Zhou.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,Yiquan Li,Xuelong Dai,Songtao Guo.Physical-World Optical Adversarial Attacks on 3D Face Recognition:2023 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR),2023):24699-24708
Hao Feng,Yuanyuan Yang.Mean-Field Game Theory Based Optimal Caching Control in Mobile Edge Computing:IEEE Transacions on Mobile Computing,2023,22(11):6585-6598
Jing He,Mingyan Li.AceFL: Federated Learning Accelerating in 6G-enabled Mobile Edge Computing Networks:IEEE Transactions on Network Science and Engineering,2023,10(3):1364-1375
Ying Wang,Quyuan Wang,Yuanyuan Yang.Deduplication-Oriented Mutual-Assisted Cooperative Video Upload for Mobile Crowd Sensing:IEEE Trasnactions on Mobile Computing,2023,22(3):1417-1432
Quyuan Wang,Jiadi Liu,Chengsheng Pan,Li Yang.MotiShare: Incentive Mechanisms for Content Providers in Heterogeneous Time-Varying Edge Content Market:IEEE Transactions on Services Computing,2023,16(1):452-465
Hao Feng,Songtao Guo,Chao Chen,Xianlong Jiao.Distributed Caching Control Strategy in Mobile Edge Computing: A Mean Field Game Approach:2022 19th IEEE International Conference on Sensing, Communication, and Networking (SECON),2022):443-451
Dewen Qiao,Saiqin Long,Pangzhan Zhou,Zhetao Li.Adaptive Federated Deep Reinforcement Learning for Proactive Content Caching in Edge Computing:IEEE Transactions on Parallel and Distributed Systems,2022,33(12):4767-4782

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