Optimal Bandwidth Allocation with Dynamic Service Selection in Heterogeneous Wireless Networks. - Kun Zhu 001; Dusit Niyato; Ping Wang 001 (GLOBECOM, 2010)

Network Selection in Heterogeneous Wireless Networks: Evolution with Incomplete Information. - Kun Zhu 001; Dusit Niyato; Ping Wang 001 (WCNC, 2010)

Resource and Revenue Sharing with Coalition Formation of Cloud Providers: Game Theoretic Approach. - Dusit Niyato; Athanasios V. Vasilakos; Kun Zhu 001 (CCGRID, 2011)

Dynamic Bandwidth Allocation under Uncertainty in Cognitive Radio Networks. - Kun Zhu 001; Dusit Niyato; Ping Wang 001 (GLOBECOM, 2011)

Cooperative virtual machine management for multi-organization cloud computing environment. - Dusit Niyato; Kun Zhu 001; Ping Wang 001 (VALUETOOLS, 2011)

Mobility and handoff management in vehicular networks: a survey. - Kun Zhu 001; Dusit Niyato; Ping Wang 001; Ekram Hossain 001; Dong In Kim (Wirel. Commun. Mob. Comput., 2011)

Dynamic Service Selection and Bandwidth Allocation in IEEE 802.16m Mobile Relay Networks. - Kun Zhu 001; Dusit Niyato; Ping Wang 001 (IEEE J. Sel. Areas Commun., 2012)

Dynamic Spectrum Leasing and Service Selection in Spectrum Secondary Market of Cognitive Radio Networks. - Kun Zhu 001; Dusit Niyato; Ping Wang 001; Zhu Han 001 (IEEE Trans. Wirel. Commun., 2012)

Dynamic games and applications in wireless communication networks - Kun Zhu 001 (2012)

Distributed resource allocation for self-organizing small cell networks: An evolutionary game approach. - Prabodini Semasinghe; Kun Zhu 001; Ekram Hossain 001 (GLOBECOM Workshops, 2013)

Pricing, Spectrum Sharing, and Service Selection in Two-Tier Small Cell Networks: A Hierarchical Dynamic Game Approach. - Kun Zhu 001; Ekram Hossain 001; Dusit Niyato (IEEE Trans. Mob. Comput., 2014)

Game theory and learning techniques for self-organization in small cell networks. - Prabodini Semasinghe; Kun Zhu 001; Ekram Hossain 001; Alagan Anpalagan (Design and Deployment of Small Cell Networks, 2015)

Service provisioning with multiple service providers in 5G ultra-dense small cell networks. - Zheng Chang 001; Kun Zhu 001; Zhenyu Zhou 001; Tapani Ristaniemi (PIMRC, 2015)

Downlink Power Control in Two-Tier Cellular OFDMA Networks Under Uncertainties: A Robust Stackelberg Game. - Kun Zhu 001; Ekram Hossain 001; Alagan Anpalagan (IEEE Trans. Commun., 2015)

An Evolutionary Game for Distributed Resource Allocation in Self-Organizing Small Cells. - Prabodini Semasinghe; Ekram Hossain 001; Kun Zhu 001 (IEEE Trans. Mob. Comput., 2015)

Joint Mode Selection and Spectrum Partitioning for Device-to-Device Communication: A Dynamic Stackelberg Game. - Kun Zhu 001; Ekram Hossain 001 (IEEE Trans. Wirel. Commun., 2015)

Virtualization of 5G Cellular Networks as a Hierarchical Combinatorial Auction. - Kun Zhu 001; Ekram Hossain 001 (IEEE Trans. Mob. Comput., 2016)

Ensemble Learning and SMOTE Based Fault Diagnosis System in Self-Organizing Cellular Networks. - Mengyun Sun; Hongyan Qian; Kun Zhu 001; Donghai Guan; Ran Wang 004 (GLOBECOM, 2017)

Energy Generation Scheduling in Microgrids Involving Temporal-Correlated Renewable Energy. - Ran Wang 004; Gaoxi Xiao; Ping Wang 001; Yue Cao 002; Guoqi Li; Jie Hao; Kun Zhu 001 (GLOBECOM, 2017)

Virtualization of 5G Cellular Networks: A Combinatorial Double Auction Approach. - Xuan Zhang; Hongyan Qian; Kun Zhu 001; Ran Wang 004; Yang Zhang 025 (GLOBECOM, 2017)

Performance Analysis of Full-Duplex D2D Communications in Multi-Tier Heterogeneous Wireless Networks. - Shaoqi Xia; Bing Chen 002; Kun Zhu 001; Xiangping Zhai 001; Shimin Gong (ISPA/IUCC, 2017)

Wireless Virtualization as a Hierarchical Combinatorial Auction: An Illustrative Example. - Kun Zhu 001; Zijing Cheng; Bing Chen 002; Ran Wang 004 (WCNC, 2017)

User pairing and channel allocation for full-duplex self-organizing small cell networks. - Qi Zhang; Qingwei Du; Kun Zhu 001 (WCSP, 2017)

Context-Aware Decoupled Multiple Association in Ultra-Dense Networks. - Zhenzhen Li; Kun Zhu 001; Ran Wang 004; Yuanyuan Xu 001 (GLOBECOM, 2018)

Joint Optimization of Wireless Power Transfer and Collaborative Beamforming for Relay Communications. - Yuze Zou; Wei Liu 004; Shimin Gong; Kun Zhu 001; Dusit Niyato (GLOBECOM Workshops, 2018)

A Multi-task Decomposition and Reorganization Scheme for Collective Computing Using Extended Task-Tree. - Zhenhua Zhang; Yunlong Zhao 001; Yang Li 122; Kun Zhu 001; Ran Wang 004 (GPC, 2018)

On the Profit Maximization of Spectrum Investment under Uncertainties in Cognitive Radio Networks. - Chengqing Wu; Ran Wang 004; Ping Wang 001; Yue Cao 002; Linfeng Liu 001; Kun Zhu 001; Bing Chen 002 (ICC, 2018)

Adaptive Optimization with Max-Min Achievable Rate Fairness in Mobile Cloud Networking. - Xiangping Zhai 001; Ershi Xu; Xin Liu 009; Chunsheng Zhu; Kun Zhu 001; Bing Chen 002 (ICC, 2018)

Energy Efficient Caching in Backhaul-Aware Ultra-Dense Cellular Networks. - Jiequ Ji; Kun Zhu 001; Ran Wang 004; Bing Chen 002; Chen Dai (iThings/GreenCom/CPSCom/SmartData, 2018)

Energy-Efficient Task Scheduling for Data Centers with Unstable Renewable Energy: A Robust Optimization Approach. - Yiwen Lu; Ran Wang 004; Ping Wang 001; Yue Cao 002; Jie Hao; Kun Zhu 001 (iThings/GreenCom/CPSCom/SmartData, 2018)

A Concept Drift Based Ensemble Incremental Learning Approach for Intrusion Detection. - Xiaoming Yuan; Ran Wang 004; Yi Zhuang 002; Kun Zhu 001; Jie Hao (iThings/GreenCom/CPSCom/SmartData, 2018)

Performance analysis of ambient backscatter communications in RF-powered cognitive radio networks. - Longteng Xu; Kun Zhu 001; Ran Wang 004; Shimin Gong (WCNC, 2018)

Full Spectrum Sharing in Cognitive Radio Networks Toward 5G: A Survey. - Feng Hu 003; Bing Chen 002; Kun Zhu 001 (IEEE Access, 2018)

An Optimal Task Placement Strategy in Geo-Distributed Data Centers Involving Renewable Energy. - Ran Wang 004; Yiwen Lu; Kun Zhu 001; Jie Hao; Ping Wang 001; Yue Cao 002 (IEEE Access, 2018)

Truthful Double Auction for Joint Internet of Energy and Profit Optimization in Cognitive Radio Networks. - Xiangping Zhai 001; Tianqi Zhou; Chunsheng Zhu; Bing Chen 002; Weidong Fang; Kun Zhu 001 (IEEE Access, 2018)

一种基于节点位置余弦相似度的机会网络转发算法 (Opportunistic Network Forwarding Algorithm Based on Node Cosine Similarity). - Kun Zhu 001; Linfeng Liu 001; Jiagao Wu (计算机科学, 2018)

Energy Efficient Caching in Backhaul-Aware Cellular Networks with Dynamic Content Popularity. - Jiequ Ji; Kun Zhu 001; Ran Wang 004; Bing Chen 002; Chen Dai (Wirel. Commun. Mob. Comput., 2018)

Performance Analysis of RF-Powered Cognitive Radio Networks with Integrated Ambient Backscatter Communications. - Longteng Xu; Kun Zhu 001; Ran Wang 004; Shimin Gong (Wirel. Commun. Mob. Comput., 2018)

Resource Allocation for Mobile Blockchain: A Hierarchical Combinatorial Auction Approach. - Shan Li; Kun Zhu 001; Yuanyuan Xu 001; Ran Wang 004; Yanchao Zhao (GLOBECOM, 2019)

Matching-Based Channel Assignment for Cooperative Sensing in Full-Duplex Cognitive Radio Networks. - Na Wang; Kun Zhu 001; Hongyan Qian; Ran Wang 004; Yuanyuan Xu 001 (HPCC/SmartCity/DSS, 2019)

Decoupled Multiple Association in Full-Duplex Ultra-Dense Networks: An Evolutionary Game Approach. - Chen Dai; Kun Zhu 001; Ran Wang 004; Yuanyuan Xu 001 (ICC, 2019)

Cost-Effective Signal Map Crowdsourcing with Auto-Encoder Based Active Matrix Completion. - Chengyong Liu; Yanchao Zhao; Kun Zhu 001; Sheng Zhang 001; Jie Wu 001 (ICPADS, 2019)

Optimal Auction for Resource Allocation in Wireless Virtualization: A Deep Learning Approach. - Jun Qian; Kun Zhu 001; Ran Wang 004; Yanchao Zhao (ICPADS, 2019)

RF Aerially Charging Scheduling for UAV Fleet : A Q-Learning Approach. - Jinwei Xu; Kun Zhu 001; Ran Wang 004 (MSN, 2019)

A Demand Response Scheme in Smart Grid with Clustering of Residential Customers. - Bijian Dai; Ran Wang 004; Kun Zhu 001; Jie Hao; Ping Wang 001 (SmartGridComm, 2019)

Real-time Detection of False Data Injection Attacks Based on Load Forecasting in Smart Grid. - Yueyu Deng; Kun Zhu 001; Ran Wang 004; Yong Wan (SmartGridComm, 2019)

Backscatter-Aided Relay Communications in Wireless Powered Hybrid Radio Networks. - Wenfan Chen; Wei Liu 004; Lin Gao 001; Shimin Gong; Chengming Li; Kun Zhu 001 (WCNC, 2019)

Decoupled Uplink-Downlink User Association in Ultra-Dense Networks: A Contract-Theoretic Approach. - Chen Dai; Kun Zhu 001; Ran Wang 004; Yuanyuan Xu 001 (WCNC, 2019)

An Ensemble Learning Approach for Fault Diagnosis in Self-Organizing Heterogeneous Networks. - Yueping Wang; Kun Zhu 001; Mengyun Sun; Yueyu Deng (IEEE Access, 2019)

Data-Driven Machine Learning Techniques for Self-healing in Cellular Wireless Networks: Challenges and Solutions. - Tao Zhang 057; Kun Zhu 001; Ekram Hossain 001 (CoRR, 2019)

Passive Relaying Game for Wireless Powered Internet of Things in Backscatter-Aided Hybrid Radio Networks. - Jing Xu 005; Jiachen Li; Shimin Gong; Kun Zhu 001; Dusit Niyato (IEEE Internet Things J., 2019)

Contextual Multi-Armed Bandit for Cache-Aware Decoupled Multiple Association in UDNs: A Deep Learning Approach. - Chen Dai; Kun Zhu 001; Ran Wang 004; Bing Chen 002 (IEEE Trans. Cogn. Commun. Netw., 2019)

Joint Resource Allocation and Trajectory Design for UAV-assisted Mobile Edge Computing Systems. - Jiequ Ji; Kun Zhu 001; Changyan Yi; Ran Wang 004; Dusit Niyato (GLOBECOM, 2020)

Peer Effect-based Demand Response in Smart Grid: A Game Theoretical Approach. - Ang Ji; Ran Wang 004; Kun Zhu 001; Zehui Xiong; Dusit Niyato (GLOBECOM, 2020)

UAV-Assisted Ground Signal Map Construction based on 3-D Spatial Correlation. - Chaoquan Tao; Kun Zhu 001; Bing Chen 002; Yanchao Zhao (GLOBECOM, 2020)

Data Pricing for Blockchain-based Car Sharing: A Stackelberg Game Approach. - Chengzhen Xu; Kun Zhu 001; Changyan Yi; Ran Wang 004 (GLOBECOM, 2020)

Joint Cache and Trajectory Optimization for Secure UAV-relaying with Underlaid D2D Communications. - Jiequ Ji; Kun Zhu 001; Dusit Niyato; Ran Wang 004 (ICC, 2020)

Dynamic Selection of Mining Pool with Different Reward Sharing Strategy in Blockchain Networks. - Chengzhen Xu; Kun Zhu 001; Ran Wang 004; Yuanyuan Xu 001 (ICC, 2020)

Beyond Model-Level Membership Privacy Leakage: an Adversarial Approach in Federated Learning. - Jiale Chen; Jiale Zhang 001; Yanchao Zhao; Hao Han; Kun Zhu 001; Bing Chen 002 (ICCCN, 2020)

Computation Offloading Game for Edge Computing with Strategic Local Pre-Processing Time-Length. - Changyan Yi; Jun Cai 001; Ran Wang 004; Kun Zhu 001 (VTC Fall, 2020)

Blockchain-Based Privacy-Preserving Dynamic Spectrum Sharing. - Zhitian Tu; Kun Zhu 001; Changyan Yi; Ran Wang 004 (WASA (1), 2020)

Active Learning-Based Fault Diagnosis in Self-Organizing Cellular Networks. - Meng Chen; Kun Zhu 001; Ran Wang 004; Dusit Niyato (IEEE Commun. Lett., 2020)

Fusion with distance-aware selection strategy for dandelion algorithm. - Shoufei Han; Kun Zhu 001 (Knowl. Based Syst., 2020)

Root Cause Analysis for Self-organizing Cellular Network: an Active Learning Approach. - Meng Chen; Kun Zhu 001; Bing Chen 002 (Mob. Networks Appl., 2020)

Cost Sensitive Learning Based HEVC Screen Content Intra Coding for Mobile Devices. - Yuanyuan Xu 001; Kun Zhu 001 (Mob. Networks Appl., 2020)

Probabilistic Cache Placement in UAV-Assisted Networks With D2D Connections: Performance Analysis and Trajectory Optimization. - Jiequ Ji; Kun Zhu 001; Dusit Niyato; Ran Wang 004 (IEEE Trans. Commun., 2020)

Joint Cache Placement, Flight Trajectory, and Transmission Power Optimization for Multi-UAV Assisted Wireless Networks. - Jiequ Ji; Kun Zhu 001; Dusit Niyato; Ran Wang 004 (IEEE Trans. Wirel. Commun., 2020)

A Generative Adversarial Learning-Based Approach for Cell Outage Detection in Self-Organizing Cellular Networks. - Tao Zhang 057; Kun Zhu 001; Dusit Niyato (IEEE Wirel. Commun. Lett., 2020)

Hierarchical Combinatorial Auction in Computing Resource Allocation for Mobile Blockchain. - Yuanyuan Xu 001; Kun Zhu 001; Shan Li (Wirel. Commun. Mob. Comput., 2020)

Multi-objective Mobile Charging Scheduling on the Internet of Electric Vehicles: a DRL Approach. - Hui Wang 127; Ran Wang 004; Hu Xu; Kun Zhu 001; Changyan Yi; Dusit Niyato (GLOBECOM, 2021)

FIT: Fairness-Aware Intelligent Traffic Signal Control with Deep Reinforcement Learning. - Jian Chen; Zhengwei Zhang; Jianhang Feng; Kun Zhu 001 (HPCC/DSS/SmartCity/DependSys, 2021)

Joint Energy and Computation Workload Management for Geo-Distributed Data Centers in Smart Grid. - Zizhen Li; Ran Wang 004; Kun Zhu 001; Changyan Yi; Linfeng Liu 001; Dusit Niyato (HPCC/DSS/SmartCity/DependSys, 2021)

Computation Resource Configuration for Vehicular Edge Computing: A Fluid-Model Based Approach. - Yue Zhou; Changyan Yi; Kun Zhu 001 (ICC Workshops, 2021)

Vehicular Path Planning for Balancing Traffic Congestion Cost and Fog Computing Reward: A Routing Game Approach. - Man Xiong; Changyan Yi; Kun Zhu 001 (WASA (2), 2021)

Deep Reinforcement Learning for Resource Allocation in Multi-platoon Vehicular Networks. - Hu Xu; Jiequ Ji; Kun Zhu 001; Ran Wang 004 (WASA (2), 2021)

Learning-Based Aerial Charging Scheduling for UAV-Based Data Collection. - Jia Yang; Kun Zhu 001; Xiaojun Zhu 001; Junhua Wang (WASA (2), 2021)

Missing Data Inference for Crowdsourced Radio Map Construction: An Adversarial Auto-Encoder Method. - Aijin Zhang; Kun Zhu 001; Ran Wang 004; Changyan Yi (WCNC, 2021)

Joint Communication and Computation Design for UAV-Enabled Aerial Computing. - Jiequ Ji; Kun Zhu 001; Dusit Niyato (IEEE Commun. Mag., 2021)

Co-Imitation Learning without Expert Demonstration. - Kun-Peng Ning; Hu Xu; Kun Zhu 001; Sheng-Jun Huang (CoRR, 2021)

Improvement of evolution process of dandelion algorithm with extreme learning machine for global optimization problems. - Shoufei Han; Kun Zhu 001; Ran Wang 004 (Expert Syst. Appl., 2021)

RF-RVM: Continuous Respiratory Volume Monitoring With COTS RFID Tags. - Xiangmao Chang; Jiahua Dai; Zhiyong Zhang; Kun Zhu 001; Guoliang Xing (IEEE Internet Things J., 2021)

Joint Trajectory Design and Resource Allocation for Secure Transmission in Cache-Enabled UAV-Relaying Networks With D2D Communications. - Jiequ Ji; Kun Zhu 001; Dusit Niyato; Ran Wang 004 (IEEE Internet Things J., 2021)

Energy Consumption Minimization in UAV-Assisted Mobile-Edge Computing Systems: Joint Resource Allocation and Trajectory Design. - Jiequ Ji; Kun Zhu 001; Changyan Yi; Dusit Niyato (IEEE Internet Things J., 2021)

Cost-Effective Active Sparse Urban Sensing: Adversarial Autoencoder Approach. - Kun Zhu 001; Aijin Zhang; Dusit Niyato (IEEE Internet Things J., 2021)

Detection of Sleeping Cells in Self-Organizing Cellular Networks: An Adversarial Auto-Encoder Method. - Tao Zhang 057; Kun Zhu 001; Dusit Niyato (IEEE Trans. Cogn. Commun. Netw., 2021)

Information-Utilization-Method-Assisted Multimodal Multiobjective Optimization and Application to Credit Card Fraud Detection. - Shou-Fei Han; Kun Zhu 001; MengChu Zhou; Xinye Cai (IEEE Trans. Comput. Soc. Syst., 2021)

Distributed Resource Allocation in RF-Powered Cognitive Ambient Backscatter Networks. - Kun Zhu 001; Longteng Xu; Dusit Niyato (IEEE Trans. Green Commun. Netw., 2021)

Fast Admission Control and Power Optimization With Adaptive Rates for Communication Fairness in Wireless Networks. - Xiangping Bryce Zhai; Xin Liu 009; Chunsheng Zhu; Kun Zhu 001; Bing Chen 002 (IEEE Trans. Mob. Comput., 2021)

DeepHeart: A Deep Learning Approach for Accurate Heart Rate Estimation from PPG Signals. - Xiangmao Chang; Gangkai Li; Guoliang Xing; Kun Zhu 001; Linlin Tu (ACM Trans. Sens. Networks, 2021)

Energy-Efficient Mode Selection and Resource Allocation for D2D-Enabled Heterogeneous Networks: A Deep Reinforcement Learning Approach. - Tao Zhang 057; Kun Zhu 001; Junhua Wang (IEEE Trans. Wirel. Commun., 2021)

Knowledge-Assisted Few-Shot Fault Diagnosis in Cellular Networks. - Jianpeng Li; Kun Zhu 001; Yang Zhang 025 (GLOBECOM (Workshops), 2022)

Learning-based Multi-Objective Resource Allocation for Over-the-Air Federated Learning. - Xuezhen Tu; Kun Zhu 001 (GLOBECOM, 2022)

Deep Reinforcement Learning for Autonomous Vehicles Collaboration at Unsignalized Intersections. - Jian Zheng; Kun Zhu 001; Ran Wang 004 (GLOBECOM, 2022)

A Joint Optimization of Sensor Activation and Mobile Charging Scheduling in Industrial Wireless Rechargeable Sensor Networks. - Jiayuan Chen 001; Changyan Yi; Ran Wang 004; Kun Zhu 001; Jun Cai 001 (ICC, 2022)

ORSM: Online Routing and Scheduling Mechanism for Mix-flows in Data Center Networks. - Zhewei Tang; Tong Zhang 018; Kun Zhu 001 (ICCCN, 2022)

Learning Auction in Coded Distributed Computing with Heterogeneous User Demands. - Jiawei Liang; Juan Li 011; Kun Zhu 001; Changyan Yi (ISCC, 2022)

Joint Task Offloading and VM Placement for Edge Computing with Time-Sequential IIoT Applications. - Mingzhu Qiang; Changyan Yi; Juan Li 011; Kun Zhu 001; Jun Cai 001 (ISCC, 2022)

Optimal Deployment and Scheduling of a Mobile Charging Station in the Internet of Electric Vehicles. - Zhenxian Ma; Ran Wang 004; Changyan Yi; Kun Zhu 001 (WASA (1), 2022)

Joint Optimization of Computation Task Allocation and Mobile Charging Scheduling in Parked-Vehicle-Assisted Edge Computing Networks. - Wenqiu Zhang; Ran Wang 004; Changyan Yi; Kun Zhu 001 (WASA (3), 2022)

Multi-Agent Deep Reinforcement Learning for Full-Duplex Multi-UAV Networks. - Chen Dai; Kun Zhu 001; Ekram Hossain 001 (WCNC, 2022)

Reinforcement Learning for Trajectory Design in Cache-enabled UAV-assisted Cellular Networks. - Hu Xu; Jiequ Ji; Kun Zhu 001; Ran Wang 004 (WCNC, 2022)

Applications of Multi-Agent Reinforcement Learning in Future Internet: A Comprehensive Survey. - Tianxu Li; Kun Zhu 001; Nguyen Cong Luong 001; Dusit Niyato; Qihui Wu 001; Yang Zhang 025; Bing Chen 002 (IEEE Commun. Surv. Tutorials, 2022)

A Dynamic Hierarchical Framework for IoT-assisted Metaverse Synchronization. - Yue Han; Dusit Niyato; Cyril Leung; Dong In Kim; Kun Zhu 001; Shaohan Feng; Xuemin Sherman Shen; Chunyan Miao (CoRR, 2022)

A Novel Multiobjective Fireworks Algorithm and Its Applications to Imbalanced Distance Minimization Problems. - Shoufei Han; Kun Zhu 001; MengChu Zhou; Xiaojing Liu; Haoyue Liu; Yusuf Al-Turki 001; Abdullah Abusorrah (IEEE CAA J. Autom. Sinica, 2022)

Joint Online Optimization of Data Sampling Rate and Preprocessing Mode for Edge-Cloud Collaboration-Enabled Industrial IoT. - You Shi; Changyan Yi; Bing Chen 002; Chenze Yang; Kun Zhu 001; Jun Cai 001 (IEEE Internet Things J., 2022)

Coded Distributed Computing With Predictive Heterogeneous User Demands: A Learning Auction Approach. - Kun Zhu 001; Jiawei Liang; Juan Li 011; Changyan Yi (IEEE J. Sel. Areas Commun., 2022)

Applications of Auction and Mechanism Design in Edge Computing: A Survey. - Houming Qiu; Kun Zhu 001; Nguyen Cong Luong 001; Changyan Yi; Dusit Niyato; Dong In Kim (IEEE Trans. Cogn. Commun. Netw., 2022)

Incentive Mechanisms for Federated Learning: From Economic and Game Theoretic Perspective. - Xuezhen Tu; Kun Zhu 001; Nguyen Cong Luong 001; Dusit Niyato; Yang Zhang 025; Juan Li 011 (IEEE Trans. Cogn. Commun. Netw., 2022)

Green Internet of Vehicles (IoV) in the 6G Era: Toward Sustainable Vehicular Communications and Networking. - Junhua Wang; Kun Zhu 001; Ekram Hossain 001 (IEEE Trans. Green Commun. Netw., 2022)

Aerial Refueling: Scheduling Wireless Energy Charging for UAV Enabled Data Collection. - Kun Zhu 001; Jia Yang; Yang Zhang 025; Jiangtian Nie; Wei Yang Bryan Lim; Hongliang Zhang 001; Zehui Xiong (IEEE Trans. Green Commun. Netw., 2022)

Joint Deployment Optimization and Flight Trajectory Planning for UAV Assisted IoT Data Collection: A Bilevel Optimization Approach. - Shoufei Han; Kun Zhu 001; MengChu Zhou; Xiaojing Liu (IEEE Trans. Intell. Transp. Syst., 2022)

Mobile Charging Station Placements in Internet of Electric Vehicles: A Federated Learning Approach. - Linfeng Liu 001; Zhiyuan Xi; Kun Zhu 001; Ran Wang 004; Ekram Hossain 001 (IEEE Trans. Intell. Transp. Syst., 2022)

Computation Resource Configuration With Adaptive QoS Requirements for Vehicular Edge Computing: A Fluid-Model Based Approach. - Kun Zhu 001; Yue Zhou; Changyan Yi; Ran Wang 004 (IEEE Trans. Intell. Transp. Syst., 2022)

Decoupled Uplink-Downlink Association in Full-Duplex Cellular Networks: A Contract-Theory Approach. - Chen Dai; Kun Zhu 001; Changyan Yi; Ekram Hossain 001 (IEEE Trans. Mob. Comput., 2022)

A Queueing Game Based Management Framework for Fog Computing With Strategic Computing Speed Control. - Changyan Yi; Jun Cai 001; Kun Zhu 001; Ran Wang 004 (IEEE Trans. Mob. Comput., 2022)

Revenue-Optimal Auction For Resource Allocation in Wireless Virtualization: A Deep Learning Approach. - Kun Zhu 001; Yuanyuan Xu 001; Qian Jun; Dusit Niyato (IEEE Trans. Mob. Comput., 2022)

Competition-Driven Dandelion Algorithms With Historical Information Feedback. - Shoufei Han; Kun Zhu 001; MengChu Zhou (IEEE Trans. Syst. Man Cybern. Syst., 2022)

Competition-Driven Multimodal Multiobjective Optimization and Its Application to Feature Selection for Credit Card Fraud Detection. - Shoufei Han; Kun Zhu 001; Mengchu Zhou; Xinye Cai (IEEE Trans. Syst. Man Cybern. Syst., 2022)

Distributed Clustering-Based Cooperative Vehicular Edge Computing for Real-Time Offloading Requests. - Junhua Wang; Kun Zhu 001; Bing Chen 002; Zhu Han 001 (IEEE Trans. Veh. Technol., 2022)

Joint Decoupled Multiple-Association and Resource Allocation in Full-Duplex Heterogeneous Cellular Networks: A Four-Sided Matching Game. - Chen Dai; Kun Zhu 001; Zhenzhen Li; Ekram Hossain 001 (IEEE Trans. Wirel. Commun., 2022)

Dynamic Network Service Selection in Intelligent Reflecting Surface-Enabled Wireless Systems: Game Theory Approaches. - Nguyen Thi Thanh Van; Nguyen Cong Luong 001; Shaohan Feng; Huy T. Nguyen 001; Kun Zhu 001; Thien Van Luong; Dusit Niyato (IEEE Trans. Wirel. Commun., 2022)

Cost-Efficient Beam Management and Resource Allocation in Millimeter Wave Backhaul HetNets With Hybrid Energy Supply. - Tao Zhang 057; Kun Zhu 001; Junhua Wang; Zhu Han 001 (IEEE Trans. Wirel. Commun., 2022)

Multi-Connection Based Scalable Video Streaming in UDNs: A Multi-Agent Multi-Armed Bandit Approach. - Kun Zhu 001; Lujiu Li; Yuanyuan Xu 001; Tong Zhang 018; Lu Zhou 002 (IEEE Trans. Wirel. Commun., 2022)

A Learning Auction Mechanism for Video Streaming Transmission with Decoupling Uplink-Downlink Association. - Yejin Liao; Kun Zhu 001 (ISPA/BDCloud/SocialCom/SustainCom, 2023)

Secure and Private Approximated Coded Distributed Computing Using Elliptic Curve Cryptography. - Houming Qiu; Kun Zhu 001 (CollaborateCom (2), 2023)

A Triple Learner Based Energy Efficient Scheduling for Multi-UAV Assisted Mobile Edge Computing. - Jiayuan Chen 001; Changyan Yi; Jialiuyuan Li; Kun Zhu 001; Jun Cai 001 (ICC, 2023)

A DRL-Based Hierarchical Game for Physical Layer Security with Dynamic Trilateral Coalitions. - Ruoyang Chen; Changyan Yi; Kun Zhu 001; Jun Cai 001; Bing Chen 002 (ICC, 2023)

Collaborative Caching and Scheduling for Live Streaming in Mobile Edge Computing. - Ao Chen; Tong Zhang 018; Kun Zhu 001 (ICC, 2023)

Rate Splitting Enabled Uplink-Downlink Decoupled Association in UAV-Assisted Cellular Networks. - Jiequ Ji; Lin Cai 001; Kun Zhu 001; Dusit Niyato (ICC, 2023)

Hierarchical Scheduling of Hybrid DNN Tasks in Embedded Real-Time Systems. - Jiaxin Feng; Kun Zhu 001; Tong Zhang 018 (ICPADS, 2023)

Parallel-Driven Edge Computing Task Offloading for Profit Maximization Based on DDPG. - Lequn Fu; Houming Qiu; Kun Zhu 001 (ICPADS, 2023)

RMSA-Net: A 4D Radar Based Multi-Scale Attention Network for 3D Object Detection. - Yinan Zhou; Jie Hao; Kun Zhu 001 (ISCSIC, 2023)

Multi-Agent Graphic Reinforcement Learning for Real-Time UAV Video Transmission with Predictive Target Tracking. - Fan Duan; Kun Zhu 001 (iThings/GreenCom/CPSCom/SmartData/Cybermatics, 2023)

Semantic-driven Performance Optimization for UAV Based Object Detection. - Jiaxin Guo; Kun Zhu 001 (iThings/GreenCom/CPSCom/SmartData/Cybermatics, 2023)

A Dynamic Hierarchical Framework for IoT-Assisted Digital Twin Synchronization in the Metaverse. - Yue Han; Dusit Niyato; Cyril Leung; Dong In Kim; Kun Zhu 001; Shaohan Feng; Xuemin Shen; Chunyan Miao (IEEE Internet Things J., 2023)

Privacy-Aware Double Auction With Time-Dependent Valuation for Blockchain-Based Dynamic Spectrum Sharing in IoT Systems. - Kun Zhu 001; Lu Huang 001; Jiangtian Nie; Yang Zhang 025; Zehui Xiong; Hong-Ning Dai; Jiangming Jin (IEEE Internet Things J., 2023)

Trajectory Design and Power Control for Joint Radar and Communication Enabled Multi-UAV Cooperative Detection Systems. - Tao Zhang 057; Kun Zhu 001; Shaoqiu Zheng; Dusit Niyato; Nguyen Cong Luong 001 (IEEE Trans. Commun., 2023)

Hierarchical Multi-Agent Deep Reinforcement Learning for Energy-Efficient Hybrid Computation Offloading. - Hang Zhou; Yusi Long; Shimin Gong; Kun Zhu 001; Dinh Thai Hoang; Dusit Niyato (IEEE Trans. Veh. Technol., 2023)

GSMAC: GAN-Based Signal map Construction With Active Crowdsourcing. - Yanchao Zhao; Chengyong Liu; Kun Zhu 001; Sheng Zhang 001; Jie Wu 001 (IEEE Trans. Mob. Comput., 2023)

Learning Aided Joint Sensor Activation and Mobile Charging Vehicle Scheduling for Energy-Efficient WRSN-Based Industrial IoT. - Jiayuan Chen 001; Changyan Yi; Ran Wang 004; Kun Zhu 001; Jun Cai 001 (IEEE Trans. Veh. Technol., 2023)

Evolutionary Weighted Broad Learning and Its Application to Fault Diagnosis in Self-Organizing Cellular Networks. - Shoufei Han; Kun Zhu 001; MengChu Zhou; Xiaojing Liu (IEEE Trans. Cybern., 2023)

Workload Re-Allocation for Edge Computing With Server Collaboration: A Cooperative Queueing Game Approach. - Changyan Yi; Jun Cai 001; Tong Zhang 018; Kun Zhu 001; Bing Chen 002; Qiang Wu (IEEE Trans. Mob. Comput., 2023)

Joint Trajectory Planning, Application Placement, and Energy Renewal for UAV-Assisted MEC: A Triple-Learner-Based Approach. - Jialiuyuan Li; Changyan Yi; Jiayuan Chen 001; Kun Zhu 001; Jun Cai 001 (IEEE Internet Things J., 2023)

Locating Multiple Equivalent Feature Subsets in Feature Selection for Imbalanced Classification. - Shoufei Han; Kun Zhu 001; MengChu Zhou; Hesham Alhumade; Abdullah Abusorrah (IEEE Trans. Knowl. Data Eng., 2023)

Deep Reinforcement Learning for Multi-Objective Resource Allocation in Multi-Platoon Cooperative Vehicular Networks. - Yuanyuan Xu 001; Kun Zhu 001; Hu Xu; Jiequ Ji (IEEE Trans. Wirel. Commun., 2023)

Mobile Charging Services for the Internet of Electric Vehicles: Concepts, Scenarios, and Challenges. - Ran Wang 004; Hui Wang 127; Kun Zhu 001; Changyan Yi; Ping Wang 001; Dusit Niyato (IEEE Veh. Technol. Mag., 2023)

Multi-Agent Deep Reinforcement Learning for Joint Decoupled User Association and Trajectory Design in Full-Duplex Multi-UAV Networks. - Chen Dai; Kun Zhu 001; Ekram Hossain 001 (IEEE Trans. Mob. Comput., 2023)

Trajectory and Communication Design for Cache- Enabled UAVs in Cellular Networks: A Deep Reinforcement Learning Approach. - Jiequ Ji; Kun Zhu 001; Lin Cai 001 (IEEE Trans. Mob. Comput., 2023)

Efficient and Secure Contribution Estimation in Vertical Federated Learning. - Juan Li 011; Rui Deng; Tianzi Zang; Mingqi Kong; Kun Zhu 001 (CIKM, 2024)

A Parallel Intelligent Search and Rescue System for Swarm Robots Based on Digital Twin. - Luosong Guo; Gengyuan Cai; Kun Zhu 001; Houming Qiu; Chengyong Liu (ICIC (LNAI 5), 2024)

Semantic Importance-Based Deep Image Compression Using a Generative Approach. - Xi Gu; Yuanyuan Xu 001; Kun Zhu 001 (MMM (2), 2024)

Learning Distinguishable Trajectory Representation with Contrastive Loss. - Tianxu Li; Kun Zhu 001; Juan Li 011; Yang Zhang 025 (NeurIPS, 2024)

A Joint Multi-Dimensional Fine-Grained Pruning Method for Deep Neural Network. - Cong Chen; Tong Zhang 018; Kun Zhu 001 (SMC, 2024)

Model Selection Based on DRL: Improving Personal Model Performance in Federated Learning. - Zishang Chen; Juan Li 011; Kun Zhu 001; Changyan Yi; Tianzi Zang (WCNC, 2024)

Deep Learning-based Multiuser Physical Layer Communication Without Known Channel. - Jiequ Ji; Zehui Xiong; Kun Zhu 001; Tony Q. S. Quek (WCNC, 2024)

Energy-Efficient UAV Swarm Assisted MEC With Dynamic Clustering and Scheduling. - Jialiuyuan Li; Jiayuan Chen 001; Changyan Yi; Tong Zhang 018; Kun Zhu 001; Jun Cai 001 (WCNC, 2024)

Performance-Impact Based Distributed Task Rescheduling for Multi-UAV Multi-Task Scenarios. - Kai Li; Kun Zhu 001 (WCNC, 2024)

Efficient Knowledge Base Synchronization in Semantic Communication Network: A Federated Distillation Approach. - Xiaolan Lu; Kun Zhu 001; Juan Li 011; Yang Zhang 025 (WCNC, 2024)

A NFV Technology with Expanded Wireless Communication Emulation Function. - Jiabin Yuan; Ming Chen; Kun Zhu 001 (WCNC, 2024)

Generative AI for Unmanned Vehicle Swarms: Challenges, Applications and Opportunities. - Guangyuan Liu; Nguyen Van Huynh; Hongyang Du; Dinh Thai Hoang; Dusit Niyato; Kun Zhu 001; Jiawen Kang 001; Zehui Xiong; Abbas Jamalipour; Dong In Kim (CoRR, 2024)

Approximated Coded Computing: Towards Fast, Private and Secure Distributed Machine Learning. - Houming Qiu; Kun Zhu 001; Nguyen Cong Luong 001; Dusit Niyato (CoRR, 2024)

Learning-based Power Control for Secure Covert Semantic Communication. - Yansheng Liu; Jinbo Wen; Zongyao Zhang; Kun Zhu 001; Jiawen Kang 001 (CoRR, 2024)

A Semantic Communication System for Real-time 3D Reconstruction Tasks. - Jiaxing Zhang; Luosong Guo; Kun Zhu 001; Houming Qiu (CoRR, 2024)

UAV-Assisted Active Sparse Crowdsensing for Ground Signal Map Construction Based on 3-D Spatial-Temporal Correlation. - Chengyong Liu; Kun Zhu 001; Chaoquan Tao; Bing Chen 002; Yanchao Zhao (IEEE Internet Things J., 2024)

Secure and Flexible Coded Distributed Matrix Multiplication Based on Edge Computing for Industrial Metaverse. - Houming Qiu; Kun Zhu 001; Dusit Niyato (IEEE Trans. Cloud Comput., 2024)

Toward a Virtual Edge Service Provider: Actor-Critic Learning to Incentivize the Computation Nodes. - Mohammad Cheraghinia; Seyed Hamed Rastegar; Vahid Shah-Mansouri; Hamed Kebriaei; Kun Zhu 001; Dusit Niyato (IEEE Trans. Netw. Sci. Eng., 2024)

Joint Optimization of Sequential Task Offloading and Service Deployment in End-Edge-Cloud System for Energy Efficiency. - Meiyan Teng; Xin Li 017; Kun Zhu 001 (IEEE Trans. Sustain. Comput., 2024)

Decoupled Association With Rate Splitting Multiple Access in UAV-Assisted Cellular Networks Using Multi-Agent Deep Reinforcement Learning. - Jiequ Ji; Lin Cai 001; Kun Zhu 001; Dusit Niyato (IEEE Trans. Mob. Comput., 2024)

Downlink Scheduler for Delay Guaranteed Services Using Deep Reinforcement Learning. - Jiequ Ji; Xiangyu Ren; Lin Cai 001; Kun Zhu 001 (IEEE Trans. Mob. Comput., 2024)

An Adaptive Q-Value Adjustment-Based Learning Model for Reliable Vehicle-to-UAV Computation Offloading. - Junhua Wang; Kun Zhu 001; Penglin Dai; Zhu Han 001 (IEEE Trans. Intell. Transp. Syst., 2024)

A Three-Party Hierarchical Game for Physical Layer Security Aware Wireless Communications With Dynamic Trilateral Coalitions. - Ruoyang Chen; Changyan Yi; Kun Zhu 001; Bing Chen 002; Jun Cai 001; Mohsen Guizani (IEEE Trans. Wirel. Commun., 2024)

Lyapunov-Based Joint Flight Trajectory and Computation Offloading Optimization for UAV-Assisted Vehicular Networks. - Junhua Wang; Ling Wang; Kun Zhu 001; Penglin Dai (IEEE Internet Things J., 2024)

Covert D2D Communication Underlaying Cellular Network: A System-Level Security Perspective. - Shaohan Feng; Xiao Lu 001; Kun Zhu 001; Dusit Niyato; Ping Wang 001 (IEEE Trans. Wirel. Commun., 2024)

Coded Distributed Computing for Resilient, Secure and Private Matrix-Vector Multiplication in Edge-Enabled Metaverse. - Houming Qiu; Kun Zhu 001; Nguyen Cong Luong 001; Dusit Niyato; Qiang Wu (IEEE Trans. Cogn. Commun. Netw., 2024)

Joint Association, Deployment and Flight Trajectory Optimization for Multi-UAV-Enabled Large-Scale Mobile Edge Computing. - Shoufei Han; Xiaojing Liu; MengChu Zhou; Kun Zhu 001; Liang Zhao 004; Aiiad Albeshri; Abdullah Abusorrah (IEEE Trans. Mob. Comput., 2024)

Resilient, Secure, and Private Coded Distributed Convolution Computing for Mobile-Assisted Metaverse. - Houming Qiu; Kun Zhu 001; Dusit Niyato; Bin Tang 002 (IEEE Trans. Mob. Comput., 2024)

Learning Joint Behaviors with Large Variations. - Tianxu Li; Kun Zhu 001 (AAAI, 2025)

Toward Efficient Multi-Agent Exploration With Trajectory Entropy Maximization. - Tianxu Li; Kun Zhu 001 (ICLR, 2025)

Self-Supervised Multi-Agent Diversity with Nonparametric Entropy Maximization. - Tianxu Li; Kun Zhu 001 (AAMAS, 2025)

Learning-based Power Control for Secure Covert Semantic Communication. - Yansheng Liu; Jinbo Wen; Zongyao Zhang; Kun Zhu 001; Yang Zhang 025; Jiangtian Nie; Jiawen Kang 001 (IWCMC, 2025)

Feature Compression with Spatial Reduction and Hyperprior Enhancement for Collaborative Intelligences. - Haoxuan Xiong; Yuanyuan Xu 001; Qinyi Zheng; Kun Zhu 001 (WASA (3), 2025)

Guarding Semantic Communication: A Proactive Security Mechanism Against Eavesdropping. - Zongyao Zhang; Kun Zhu 001; Yuanyuan Xu 001; Juan Li 011 (WASA (3), 2025)

Deep Complex-valued Convolutional Learning for Waveform OFDM Receiver Design. - Jiequ Ji; Nam Phuong Tran; Zehui Xiong; Kun Zhu 001; Tony Q. S. Quek (WCNC, 2025)

Semantic Viruses: How to Destroy a Task Oriented Semantic Communication Network. - Heng Zhu; Feifei Song; Kun Zhu 001 (WCNC, 2025)

Integrated Resource Allocation for Sequential Task Offloading in Edge Computing. - Meiyan Teng; Xin Li 017; Xuyun Zhang; Yanling Bu; Kun Zhu 001; Adnan Mahmood; Jie Wu 001; Quan Z. Sheng (IEEE Trans. Serv. Comput., 2025)

A Hierarchical Game for Physical Layer Security Aware Cooperative Communications with Dynamic Interchangeable Relaying and Jamming. - Denghui Liu; Ruoyang Chen; Changyan Yi; Tong Zhang 018; Xiaolong Li 004; Juan Li 011; Ran Wang 004; Kun Zhu 001 (IEEE Trans. Veh. Technol., 2025)

Se-HiLo: Noise-Resilient Semantic Communication with High-and-Low Frequency Decomposition. - Zhiyuan Xi; Kun Zhu 001; Yuanyuan Xu 001 (CoRR, 2025)

Mentor-Telemachus Bond: Transferring Knowledge in Semantic Communication via Contrastive Learning. - Zhiyuan Xi; Kun Zhu 001; Yuanyuan Xu 001; Tong Zhang 018 (CoRR, 2025)

A Reinforcement Learning-Based Stochastic Game for Energy-Efficient UAV Swarm-Assisted MEC With Dynamic Clustering and Scheduling. - Jialiuyuan Li; Changyan Yi; Jiayuan Chen 001; You Shi; Tong Zhang 018; Xiaolong Li 004; Ran Wang 004; Kun Zhu 001 (IEEE Trans. Green Commun. Netw., 2025)

Model-Knowledge Mutual Reinforcement for Few-Shot Cellular Network Fault Diagnosis. - Chengyong Liu; Kun Zhu 001; Jianpeng Li; Yang Zhang 025; Dusit Niyato (IEEE Trans. Cogn. Commun. Netw., 2025)

A Learning-Based Stochastic Game for Energy Efficient Optimization of UAV Trajectory and Task Offloading in Space/Aerial Edge Computing. - Jialiuyuan Li; You Shi; Chen Dai; Changyan Yi; Yuxiao Yang; Xiangping Zhai 001; Kun Zhu 001 (IEEE Trans. Veh. Technol., 2025)

Dynamic Slot Extension-Based High-Criticality Tasks Scheduling in TSN-Based DMCS. - Haoran Li; Tong Zhang 018; Kun Zhu 001 (IEEE Internet Things J., 2025)

Energy Efficient and Low Latency Federated Distillation Over UAV-Assisted Wireless Networks. - Zhe Zhang 043; Yanchao Zhao; Chuyi Chen; Kun Zhu 001; Dusit Niyato (IEEE Trans. Wirel. Commun., 2025)