Event-based Diffusion Kalman Filter Strategy for Clock Synchronization in WSNs. - Shujie Yang; Changqiao Xu; Jianfeng Guan; Tao Zhang 063 (NaNA, 2018)

Intelligent Routing Algorithm Based on Deep Belief Network for Multimedia Service in Knowledge Centric VANETs. - Tao Zhang 063; Xingyan Chen; Changqiao Xu (NaNA, 2018)

An Intelligent Route Mutation Mechanism against Mixed Attack Based on Security Awareness. - Tao Zhang 063; Xiaohui Kuang; Zan Zhou 001; Hongquan Gao; Changqiao Xu (GLOBECOM, 2019)

A Reputation Management Scheme for Identifying Malicious Nodes in VANET. - Changhui Gong; Changqiao Xu; Zan Zhou 001; Tao Zhang 063; Shujie Yang (HPSR, 2019)

An Efficient and Agile Spatio-Temporal Route Mutation Moving Target Defense Mechanism. - Zan Zhou 001; Changqiao Xu; Xiaohui Kuang; Tao Zhang 063; Limin Sun 001 (ICC, 2019)

DQ-RM: Deep Reinforcement Learning-based Route Mutation Scheme for Multimedia Services. - Tao Zhang 063; Changqiao Xu; Bingchi Zhang; Xiaohui Kuang; Yue Wang; Shujie Yang; Gabriel-Miro Muntean (IWCMC, 2020)

PPO-RM: Proximal Policy Optimization Based Route Mutation for Multimedia Services. - Jiahao Shen; Tao Zhang 063; Bingchi Zhang; Weixiao Ji; Xiaohui Kuang; Changqiao Xu (IWCMC, 2021)

Context-Aware Adaptive Route Mutation Scheme: A Reinforcement Learning Approach. - Changqiao Xu; Tao Zhang 063; Xiaohui Kuang; Zan Zhou 001; Shui Yu 001 (IEEE Internet Things J., 2021)

Multi-Domain Multicast Routing Mutation Scheme for Resisting DDoS attacks. - Weixiao Ji; Shujie Yang; Bingchi Zhang; Tao Zhang 063; Yibo Lian; Changqiao Xu (IWCMC, 2022)

CMT-MQ: Multi-QoS Aware Adaptive Concurrent Multipath Transfer With Reinforcement Learning. - Deguang Wang; Mingze Wang; Tao Zhang 063; Shujie Yang; Changqiao Xu (IWCMC, 2022)

MARL-MOTAG: Multi-Agent Reinforcement Learning Based Moving Target Defense to thwart DDoS attacks. - Zhuoyuan Li; Zan Zhou 001; Tao Zhang 063; Xiaolin Xing (NaNA, 2022)

Toward Attack-Resistant Route Mutation for VANETs: An Online and Adaptive Multiagent Reinforcement Learning Approach. - Tao Zhang 063; Changqiao Xu; Bingchi Zhang; Jiahao Shen; Xiaohui Kuang; Luigi Alfredo Grieco (IEEE Trans. Intell. Transp. Syst., 2022)

Decentralized Reputation-based Leader Election for Privacy-preserving Federated Learning on Internet of Things. - Luyao Peng; Xiangyun Tang; Chenxi Li; Yao Xiao; Tao Zhang 063; Yu Weng (iThings/GreenCom/CPSCom/SmartData/Cybermatics, 2023)

An Overview of Enabling Artificial Intelligence in 3GPP 5G-Advanced Networks. - Miao Qu; Xiaoyong Tang; Yingcheng Zhang; Zhe Chen; Tao Zhang 063; Yuelin Zhao; Yingchun Li (iThings/GreenCom/CPSCom/SmartData/Cybermatics, 2023)

Secure and Scalable Blockchain for IIoT with Dual Compression Scheme. - Tianxi Wang; Jiqiang Liu; Tianhao Liu; Di Zhai; Jian Wang 071; Tao Zhang 063 (iThings/GreenCom/CPSCom/SmartData/Cybermatics, 2023)

Towards Attack-Resistant Service Function Chain Migration: A Model-Based Adaptive Proximal Policy Optimization Approach. - Tao Zhang 063; Changqiao Xu; Bingchi Zhang; Xinran Li; Xiaohui Kuang; Luigi Alfredo Grieco (IEEE Trans. Dependable Secur. Comput., 2023)

How to Disturb Network Reconnaissance: A Moving Target Defense Approach Based on Deep Reinforcement Learning. - Tao Zhang 063; Changqiao Xu; Jiahao Shen; Xiaohui Kuang; Luigi Alfredo Grieco (IEEE Trans. Inf. Forensics Secur., 2023)

How to Mitigate DDoS Intelligently in SD-IoV: A Moving Target Defense Approach. - Tao Zhang 063; Changqiao Xu; Ping Zou; Haijiang Tian; Xiaohui Kuang; Shujie Yang; Lujie Zhong; Dusit Niyato (IEEE Trans. Ind. Informatics, 2023)

When Moving Target Defense Meets Attack Prediction in Digital Twins: A Convolutional and Hierarchical Reinforcement Learning Approach. - Tao Zhang 063; Changqiao Xu; Yibo Lian; Haijiang Tian; Jiawen Kang 001; Xiaohui Kuang; Dusit Niyato (IEEE J. Sel. Areas Commun., 2023)

High-quality Trajectory Generation for Autonomous Driving: A Lightweight Federated Learning-based Diffusion Model. - Runquan Gao; Jiawen Kang 001; Bingkun Lai; Minrui Xu; Geng Sun 001; Tao Zhang 063; Weiting Zhang; Dong Yang 001 (GLOBECOM, 2024)

Energy Efficiency Optimization for UAV-Assisted Cellular Networks: A Periodic Clustering-Based MATD3 Approach. - Fuhao Liu; Haoqiang Chen; Jiansong Miao; Tao Zhang 063; Chuan Zhang 003; Jiawen Kang 001; Dusit Niyato (GLOBECOM, 2024)

On-demand Quantization for Green Federated Generative Diffusion in Mobile Edge Networks. - Bingkun Lai; Jiayi He; Jiawen Kang 001; Gaolei Li; Minrui Xu; Tao Zhang 063; Shengli Xie (ICC, 2024)

Deep Reinforcement Learning-Based Moving Target Defense for Multicast in Software-Defined Satellite Networks. - Yibo Lian; Tao Zhang 063; Changqiao Xu; Wei Dong; Minrui Xu; Zhenyu Xiahou; Jiawen Kang 001; Jiqiang Liu; Dusit Niyato (ICC, 2024)

QoE Maximization for Video Streaming in Cache-Enable Satellite-UAV-Terrestrial Network. - Zhibo Yang; Jiansong Miao; Tao Zhang 063; Xiangyun Tang; Jiawen Kang 001; Dusit Niyato (ICC, 2024)

A Dynamic Priority Packet Scheduling for UAV Assisted AoI-Aware Network: A Deep Reinforcement Learning Approach. - Xiaoying Fu; Jiansong Miao; Yushun Yao; Tao Zhang 063; Shanling Bai; Lan Yi (VTC Spring, 2024)

Energy Efficiency Maximization for Secure Live Video Streaming in UAV Wireless Networks. - Lan Yi; Jiansong Miao; Tao Zhang 063; Yushun Yao; Xiangyun Tang; Zaodi Song (VTC Spring, 2024)

Towards Secrecy Energy-Efficient RIS Aided UAV Network: A Lyapunov-Guided Reinforcement Learning Approach. - Yushun Yao; Jiansong Miao; Tao Zhang 063; Xiangyun Tang; Jiawen Kang 001; Dusit Niyato (WCNC, 2024)

Denoising Diffusion Model-Based Channel Estimation in IRS-Assisted ISAC Systems. - Lan Yi; Jiansong Miao; Tao Zhang 063; Zhenhui Yuan; Jiawen Kang 001; Dusit Niyato (WCSP, 2024)

Hybrid-Generative Diffusion Models for Attack-Oriented Twin Migration in Vehicular Metaverses. - Yingkai Kang; Jinbo Wen; Jiawen Kang 001; Tao Zhang 063; Hongyang Du; Dusit Niyato; Rong Yu 001; Shengli Xie (CoRR, 2024)

Optimizing Resource Allocation for Multi-modal Semantic Communication in Mobile AIGC Networks: A Diffusion-based Game Approach. - Jian Liu; Ming Xiao 001; Jinbo Wen; Jiawen Kang 001; Ruichen Zhang; Tao Zhang 063; Dusit Niyato; Weiting Zhang; Ying Liu 018 (CoRR, 2024)

Defending Against Network Attacks for Secure AI Agent Migration in Vehicular Metaverses. - Xinru Wen; Jinbo Wen; Ming Xiao 001; Jiawen Kang 001; Tao Zhang 063; Xiaohuan Li; Chuanxian Chen; Dusit Niyato (CoRR, 2024)

DecFFD: A Personalized Federated Learning Framework for Cross-Location Fault Diagnosis. - Dongshang Deng; Wei Zhao 023; Xuangou Wu; Tao Zhang 063; Jinde Zheng; Jiawen Kang 001; Dusit Niyato (IEEE Trans. Ind. Informatics, 2024)

Securing Federated Diffusion Model With Dynamic Quantization for Generative AI Services in Multiple-Access Artificial Intelligence of Things. - Jiayi He; Bingkun Lai; Jiawen Kang 001; Hongyang Du; Jiangtian Nie; Tao Zhang 063; Yanli Yuan; Weiting Zhang; Dusit Niyato; Abbas Jamalipour (IEEE Internet Things J., 2024)

EPDB: An Efficient and Privacy-Preserving Electric Charging Scheme in Internet of Robotic Things. - Di Zhai; Jiqiang Liu; Tao Zhang 063; Jian Wang 015; Hongyang Du; Tianhao Liu; Tianxi Wang; Chuan Zhang 003; Jiawen Kang 001; Dusit Niyato (IEEE Internet Things J., 2024)

Blockchain and Trusted Hardware-Enabled Data Scheduling for Edge Learning in Wireless IIoT. - Tianhao Liu; Jiqiang Liu; Tao Zhang 063; Jian Wang 015; Zhenhui Yuan; Minrui Xu; Di Zhai; Tianxi Wang; Hongyang Du; Dusit Niyato (IEEE Internet Things J., 2024)

FedASA: A Personalized Federated Learning With Adaptive Model Aggregation for Heterogeneous Mobile Edge Computing. - Dongshang Deng; Xuangou Wu; Tao Zhang 063; Xiangyun Tang; Hongyang Du; Jiawen Kang 001; Jiqiang Liu; Dusit Niyato (IEEE Trans. Mob. Comput., 2024)

Moving Target Defense Meets Artificial-Intelligence-Driven Network: A Comprehensive Survey. - Tao Zhang 063; Fanyu Kong; Dongshang Deng; Xiangyun Tang; Xuangou Wu; Changqiao Xu; Liehuang Zhu; Jiqiang Liu; Bo Ai 001; Zhu Han 001; Robert H. Deng (IEEE Internet Things J., 2025)

An adaptive asynchronous federated learning framework for heterogeneous Internet of things. - Weidong Zhang 010; Dongshang Deng; Xuangou Wu; Wei Zhao 023; Zhi Liu 002; Tao Zhang 063; Jiawen Kang 001; Dusit Niyato (Inf. Sci., 2025)

Cost-Sensitive Hypergraph Learning With Structure Quality Preservation for IoT Software Defect Prediction. - Nan Wang 015; Jiqiang Liu; Bing Du; Qinxin Zhao; Yuanlin Sun; Tao Zhang 063; Dunqiu Fan; Wenjin Li; Binyong Li (IEEE Open J. Commun. Soc., 2025)

pFedCal: Lightweight Personalized Federated Learning With Adaptive Calibration Strategy. - Dongshang Deng; Xuangou Wu; Tao Zhang 063; Chaocan Xiang; Wei Zhao 023; Minrui Xu; Jiawen Kang 001; Zhu Han 001; Dusit Niyato (IEEE Trans. Serv. Comput., 2025)

Generative AI-driven Cross-layer Covert Communication: Fundamentals, Framework and Case Study. - Tianhao Liu; Jiqiang Liu; Tao Zhang 063; Jian Wang 015; Jiacheng Wang 001; Jiawen Kang 001; Dusit Niyato; Shiwen Mao (CoRR, 2025)

Achieving Network Resilience through Graph Neural Network-enabled Deep Reinforcement Learning. - Xuzeng Li; Tao Zhang 063; Jian Wang 015; Zhen Han 001; Jiqiang Liu; Jiawen Kang 001; Dusit Niyato; Abbas Jamalipour (CoRR, 2025)

Efficient and Trustworthy Block Propagation for Blockchain-enabled Mobile Embodied AI Networks: A Graph Resfusion Approach. - Jiawen Kang 001; Jiana Liao; Runquan Gao; Jinbo Wen; Huawei Huang; Maomao Zhang; Changyan Yi; Tao Zhang 063; Dusit Niyato; Zibin Zheng (CoRR, 2025)

Enabling Intelligent Connectivity: A Survey of Secure ISAC in 6G Networks. - Xiaoqiang Zhu; Jiqiang Liu; Lingyun Lu; Tao Zhang 063; Tie Qiu 001; Chunpeng Wang 001; Yuan Liu 001 (IEEE Commun. Surv. Tutorials, 2025)

Exploring the Role of Large Language Models in Cybersecurity: A Systematic Survey. - Shuang Tian; Tao Zhang 063; Jiqiang Liu; Jiacheng Wang 001; Xuangou Wu; Xiaoqiang Zhu; Ruichen Zhang; Weiting Zhang; Zhenhui Yuan; Shiwen Mao; Dong In Kim (CoRR, 2025)

CPPU: Policy Space Diversity for Informative Path Planning and GAI-Enabled Updating CSI in ISAC. - Xiaoqiang Zhu; Jiqiang Liu; Tao Zhang 063; Yuan Liu 001; Chenyang Wang 001; Chunpeng Wang 001; Zhongqi Zhao; Zhu Han 001 (IEEE Trans. Cogn. Commun. Netw., 2025)

Confidence-Regulated Generative Diffusion Models for Reliable AI Agent Migration in Vehicular Metaverses. - Yingkai Kang; Jiawen Kang 001; Jinbo Wen; Tao Zhang 063; Zhaohui Yang 001; Dusit Niyato; Yan Zhang 002 (CoRR, 2025)

Intelligent Resource Adaptation for Diversified Service Requirements in Industrial IoT. - Weiting Zhang; Yiqian He; Tao Zhang 063; Chenhao Ying 001; Jiawen Kang 001 (IEEE Trans. Cogn. Commun. Netw., 2025)