Journal Papers

  • Achieving data utility-privacy tradeoff in Internet of Medical Things: A machine learning approach
    Zhitao Guan, Zefang Lv, Xiaojiang Du, Longfei Wu, Mohsen Guizani
    Future Generation Computer Systems, 2019.

  • A differentially private big data nonparametric Bayesian clustering algorithm in smart grid
    Zhitao Guan, Zefang Lv, Xianwen Sun, Longfei Wu, Jun Wu, Xiaojiang Du, Mohsen Guizani
    IEEE Transactions on Network Science and Engineering, 2020.

  • Distributed reinforcement learning based framework for energy-efficient UAV relay against jamming
    Weihang Wang, Zefang Lv, Xiaozhen Lu, Yi Zhang, Liang Xiao
    Intelligent and Converged Networks, 2021.

  • Learning based low-latency vIoT video streaming against jamming and interference
    Yilin Xiao, Liang Xiao, Zefang Lv, Guohang Niu, Yuzhen Ding, Wenyuan Xu
    IEEE Wireless Communications Magazine, 2021.

  • Multi-Agent Reinforcement Learning based UAV Swarm Communications Against Jamming
    Zefang Lv, Liang Xiao, Yousong Du, Guohang Niu, Chengwen Xing, Wenyuan Xu
    IEEE Transactions on Wireless Communications, 2023.

  • Efficient Beacon-Aided AUV Localization: A Reinforcement Learning Based Approach
    Chuhuan Liu, Zefang Lv, Liang Xiao, Wei Su, Liqing Ye, Helin Yang, Xudong You, Shuai Han
    IEEE Transactions on Vehicular Technology, 2024.

  • Efficient Communications in Multi-Agent Reinforcement Learning for Mobile Applications
    Zefang Lv, Liang Xiao, Yousong Du, Yunjun Zhu, Shuai Han, Yong-Jin Liu
    IEEE Transactions on Wireless Communications, 2024.

  • Reinforcement Learning based Energy-Efficient Fast Routing for FANETs
    Jieling Li, Liang Xiao, Xuchen Qi, Zefang Lv, Qiaoxin Chen, Yong-Jin Liu
    IEEE Transactions on Communications, 2024.

  • Safe Multi-Agent Reinforcement Learning for Wireless Applications Against Adversarial Communications
    Zefang Lv, Liang Xiao, Yifan Chen, Haoyu Chen, Xiangyang Ji
    IEEE Transactions on Information Forensics & Security, 2024.

  • Reinforcement Learning Based Environment-Aware V2I Anti-Jamming Communications
    Zhiping Lin, Liang Xiao, Hongyi Chen, Zefang Lv
    IEEE Transactions on Vehicular Technology, 2024.

  • Edge-Assisted Collaborative Perception Against Jamming and Interference in Vehicular Networks
    Zhiping Lin, Liang Xiao, Hongyi Chen, Zefang Lv, Yunjun Zhu, Yanyong Zhang, Yong-Jin Liu
    IEEE Transactions on Wireless Communications, 025.

  • Collaborative Perception Against Data Fabrication Attacks in Vehicular Networks
    Zhiping Lin, Liang Xiao, Hongyi Chen, Zefang Lv
    IEEE Transactions on Mobile Computing, 2025.

  • Reinforcement Learning Based False Data Injection Attacks in Smart Grids
    Liang Xiao; Haoyu Chen; Shiyu Xu; Zefang Lv; Chuxuan Wang; Yilin Xiao
    IEEE Transactions on Industrial Informatics, 2025.

  • Reinforcement Learning Based Accurate Worm Detection for Smart Grids
    Liang Xiao, Jieling Li, Yilin Xiao, Zefang Lv, Chuxuan Wang, Pengmin Li
    IEEE Internet of Things Journal, 2025.

  • Learning-based interference coordination for maritime communications
    Chuhuan Liu, Liang Xiao, Yifan Chen, Siyao Li, Helin Yang, Zefang Lv
    China Communications, 2025.

  • Learning-Based Energy-Efficient Anti-Jamming FANET Routing with QoS Guarantee
    Jieling Li, Liang Xiao, Chuxuan Wang, Zefang Lv, Pengli Zhang, Helin Yang
    IEEE Transactions on Communications, 2025.

Conference Papers

  • Autonomous and privacy-preserving energy trading based on redactable blockchain in smart grid
    Wenti Yang, Zhitao Guan, Longfei Wu, Xiaojiang Du, Zefang Lv, Mohsen Guizani
    IEEE Global communications conference (GLOBECOM), 2020.

  • Reinforcement learning based energy efficient underwater localization
    Xudong You, Zefang Lv, Yuzhen Ding, Wei Su, Liang Xiao
    International Conference on Wireless Communications and Signal Processing (WCSP), 2020.

  • Reinforcement Learning Based Vulnerability Analysis for Smart Grids Against Data Injection Attacks
    Shiyu Xu, Shi Yu, Liang Xiao, Zefang Lv
    International Conference on Wireless Algorithms, Systems and Applications (WASA), 2022.

  • Reinforcement Learning based UAV Swarm Communications Against Jamming
    Zefang Lv, Guohang Niu, Liang Xiao, Chengwen Xing, Wenyuan Xu
    IEEE International conference on communications (ICC), 2023.

  • Collaborative Inference for MEC Services Based on Multimodal Deep Neural Network
    Yu Liu, Chuxuan Wang, Yilin Xiao, Zefang Lv, Liang Xiao, Xiangyang Ji
    IEEE/CIC International Conference on Communications in China (ICCC), 2023.

  • Multi-Agent Reinforcement Learning for Wireless Networks Against Adversarial Communications
    Zefang Lv, Yifan Chen, Liang Xiao, Helin Yang, Xiangyang Ji
    IEEE Global communications conference (GLOBECOM), 2023.

  • Efficient Communications for Multi-Agent Reinforcement Learning in Wireless Networks
    Zefang Lv, Yousong Du, Yifan Chen, Liang Xiao, Shuai Han, Xiangyang Ji
    IEEE Global communications conference (GLOBECOM), 2023.

  • Reinforcement Learning based Energy-Efficient Routing with Latency Constraints for FANETs
    Xuchen Qi, Jieling Li, Zefang Lv, Liang Xiao
    IEEE Global communications conference (GLOBECOM), 2023.

  • Reinforcement Learning Based QoS-Aware Anti-jamming Underwater Video Transmission
    Shiyu Sun, Shun Chen, Shaoxuan Li, Zefang Lv, Liang Xiao, Wei Su
    IEEE Wireless Communications and Networking Conference (WCNC), 2024.

  • Learning-Based Edge-Assisted UAV Object Detection Against Jamming for Extended Reality
    Liqing Ye, Jinming Zhang, Haoyu Chen, Zhiping Lin, Jieling Li, Zefang Lv, Liang Xiao
    IEEE/CIC International Conference on Communications in China (ICCC), 2024.

  • Reinforcement Learning Based Anti-Jamming FANET Routing with QoS Guarantee
    Jieling Li, Chuxuan Wang, Liang Xiao, Zefang Lv, Pengli Zhang, Helin Yang
    IEEE International conference on communications (ICC), 2025.

  • Reinforcement Learning Based UAV Swarm Enabled 3-D Multimodal Jamming Detection
    Qiaoxin Chen, Pengcheng Wang, Liang Xiao, Jieling Li, Yuxiao Ren, Zefang Lv, Hongbin Jin
    IEEE International conference on communications (ICC), 2025.

  • RL-based Anti-Jamming Maritime Communications for Multi-Modal Perception
    Huanhuan Liu, Weiqi Lin, Liang Xiao, Pengli Zhang, Haoyu Chen, Zefang Lv
    IEEE Vehicular Technology Conference (VTC Fall), 2025.

  • Reinforcement Learning Based Edge-Assisted Dynamic Inference for Mobile Vision
    Yu Liu, Liang Xiao, Tuhao Li, Zefang Lv, Ziyue Qiao, Hui Xiong
    IEEE Global communications conference (GLOBECOM), 2025.