Kun Zhu
Orcid: 0000-0001-6784-5583Affiliations:
- Nanjing University of Aeronautics and Astronautics, College of Computer Science and Technology, China
- University of Manitoba, Department of Electrical and Computer Engineering, Winnipeg, MB, Canada (former)
- Nanyang Technological University, School of Computer Engineering, Singapore (PhD 2012)
According to our database1,
Kun Zhu
authored at least 152 papers
between 2010 and 2024.
Collaborative distances:
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Bibliography
2024
IEEE Trans. Mob. Comput., April, 2024
Decoupled Association With Rate Splitting Multiple Access in UAV-Assisted Cellular Networks Using Multi-Agent Deep Reinforcement Learning.
IEEE Trans. Mob. Comput., March, 2024
Toward a Virtual Edge Service Provider: Actor-Critic Learning to Incentivize the Computation Nodes.
IEEE Trans. Netw. Sci. Eng., 2024
CoRR, 2024
Generative AI for Unmanned Vehicle Swarms: Challenges, Applications and Opportunities.
CoRR, 2024
Proceedings of the MultiMedia Modeling - 30th International Conference, 2024
2023
Trajectory and Communication Design for Cache- Enabled UAVs in Cellular Networks: A Deep Reinforcement Learning Approach.
IEEE Trans. Mob. Comput., October, 2023
Multi-Agent Deep Reinforcement Learning for Joint Decoupled User Association and Trajectory Design in Full-Duplex Multi-UAV Networks.
IEEE Trans. Mob. Comput., October, 2023
Mobile Charging Services for the Internet of Electric Vehicles: Concepts, Scenarios, and Challenges.
IEEE Veh. Technol. Mag., September, 2023
Deep Reinforcement Learning for Multi-Objective Resource Allocation in Multi-Platoon Cooperative Vehicular Networks.
IEEE Trans. Wirel. Commun., September, 2023
Locating Multiple Equivalent Feature Subsets in Feature Selection for Imbalanced Classification.
IEEE Trans. Knowl. Data Eng., September, 2023
Joint Trajectory Planning, Application Placement, and Energy Renewal for UAV-Assisted MEC: A Triple-Learner-Based Approach.
IEEE Internet Things J., August, 2023
Workload Re-Allocation for Edge Computing With Server Collaboration: A Cooperative Queueing Game Approach.
IEEE Trans. Mob. Comput., May, 2023
Evolutionary Weighted Broad Learning and Its Application to Fault Diagnosis in Self-Organizing Cellular Networks.
IEEE Trans. Cybern., May, 2023
Learning Aided Joint Sensor Activation and Mobile Charging Vehicle Scheduling for Energy-Efficient WRSN-Based Industrial IoT.
IEEE Trans. Veh. Technol., April, 2023
IEEE Trans. Mob. Comput., April, 2023
Hierarchical Multi-Agent Deep Reinforcement Learning for Energy-Efficient Hybrid Computation Offloading.
IEEE Trans. Veh. Technol., 2023
Trajectory Design and Power Control for Joint Radar and Communication Enabled Multi-UAV Cooperative Detection Systems.
IEEE Trans. Commun., 2023
Privacy-Aware Double Auction With Time-Dependent Valuation for Blockchain-Based Dynamic Spectrum Sharing in IoT Systems.
IEEE Internet Things J., 2023
A Dynamic Hierarchical Framework for IoT-Assisted Digital Twin Synchronization in the Metaverse.
IEEE Internet Things J., 2023
Covert D2D Communication Underlaying Cellular Network: A System-Level Security Perspective.
CoRR, 2023
Proceedings of the 7th International Symposium on Computer Science and Intelligent Control, 2023
Parallel-Driven Edge Computing Task Offloading for Profit Maximization Based on DDPG.
Proceedings of the 29th IEEE International Conference on Parallel and Distributed Systems, 2023
Proceedings of the 29th IEEE International Conference on Parallel and Distributed Systems, 2023
Rate Splitting Enabled Uplink-Downlink Decoupled Association in UAV-Assisted Cellular Networks.
Proceedings of the IEEE International Conference on Communications, 2023
Proceedings of the IEEE International Conference on Communications, 2023
A DRL-Based Hierarchical Game for Physical Layer Security with Dynamic Trilateral Coalitions.
Proceedings of the IEEE International Conference on Communications, 2023
A Triple Learner Based Energy Efficient Scheduling for Multi-UAV Assisted Mobile Edge Computing.
Proceedings of the IEEE International Conference on Communications, 2023
A Learning Auction Mechanism for Video Streaming Transmission with Decoupling Uplink-Downlink Association.
Proceedings of the IEEE Intl Conf on Parallel & Distributed Processing with Applications, 2023
2022
Multi-Connection Based Scalable Video Streaming in UDNs: A Multi-Agent Multi-Armed Bandit Approach.
IEEE Trans. Wirel. Commun., 2022
Cost-Efficient Beam Management and Resource Allocation in Millimeter Wave Backhaul HetNets With Hybrid Energy Supply.
IEEE Trans. Wirel. Commun., 2022
Dynamic Network Service Selection in Intelligent Reflecting Surface-Enabled Wireless Systems: Game Theory Approaches.
IEEE Trans. Wirel. Commun., 2022
Joint Decoupled Multiple-Association and Resource Allocation in Full-Duplex Heterogeneous Cellular Networks: A Four-Sided Matching Game.
IEEE Trans. Wirel. Commun., 2022
Distributed Clustering-Based Cooperative Vehicular Edge Computing for Real-Time Offloading Requests.
IEEE Trans. Veh. Technol., 2022
Competition-Driven Multimodal Multiobjective Optimization and Its Application to Feature Selection for Credit Card Fraud Detection.
IEEE Trans. Syst. Man Cybern. Syst., 2022
IEEE Trans. Syst. Man Cybern. Syst., 2022
Revenue-Optimal Auction For Resource Allocation in Wireless Virtualization: A Deep Learning Approach.
IEEE Trans. Mob. Comput., 2022
A Queueing Game Based Management Framework for Fog Computing With Strategic Computing Speed Control.
IEEE Trans. Mob. Comput., 2022
Decoupled Uplink-Downlink Association in Full-Duplex Cellular Networks: A Contract-Theory Approach.
IEEE Trans. Mob. Comput., 2022
Computation Resource Configuration With Adaptive QoS Requirements for Vehicular Edge Computing: A Fluid-Model Based Approach.
IEEE Trans. Intell. Transp. Syst., 2022
Mobile Charging Station Placements in Internet of Electric Vehicles: A Federated Learning Approach.
IEEE Trans. Intell. Transp. Syst., 2022
Joint Deployment Optimization and Flight Trajectory Planning for UAV Assisted IoT Data Collection: A Bilevel Optimization Approach.
IEEE Trans. Intell. Transp. Syst., 2022
Aerial Refueling: Scheduling Wireless Energy Charging for UAV Enabled Data Collection.
IEEE Trans. Green Commun. Netw., 2022
Green Internet of Vehicles (IoV) in the 6G Era: Toward Sustainable Vehicular Communications and Networking.
IEEE Trans. Green Commun. Netw., 2022
Incentive Mechanisms for Federated Learning: From Economic and Game Theoretic Perspective.
IEEE Trans. Cogn. Commun. Netw., 2022
IEEE Trans. Cogn. Commun. Netw., 2022
Coded Distributed Computing With Predictive Heterogeneous User Demands: A Learning Auction Approach.
IEEE J. Sel. Areas Commun., 2022
Joint Online Optimization of Data Sampling Rate and Preprocessing Mode for Edge-Cloud Collaboration-Enabled Industrial IoT.
IEEE Internet Things J., 2022
A Novel Multiobjective Fireworks Algorithm and Its Applications to Imbalanced Distance Minimization Problems.
IEEE CAA J. Autom. Sinica, 2022
CoRR, 2022
Applications of Multi-Agent Reinforcement Learning in Future Internet: A Comprehensive Survey.
IEEE Commun. Surv. Tutorials, 2022
Reinforcement Learning for Trajectory Design in Cache-enabled UAV-assisted Cellular Networks.
Proceedings of the IEEE Wireless Communications and Networking Conference, 2022
Proceedings of the IEEE Wireless Communications and Networking Conference, 2022
Joint Optimization of Computation Task Allocation and Mobile Charging Scheduling in Parked-Vehicle-Assisted Edge Computing Networks.
Proceedings of the Wireless Algorithms, Systems, and Applications, 2022
Optimal Deployment and Scheduling of a Mobile Charging Station in the Internet of Electric Vehicles.
Proceedings of the Wireless Algorithms, Systems, and Applications, 2022
Joint Task Offloading and VM Placement for Edge Computing with Time-Sequential IIoT Applications.
Proceedings of the IEEE Symposium on Computers and Communications, 2022
Proceedings of the IEEE Symposium on Computers and Communications, 2022
Proceedings of the 31st International Conference on Computer Communications and Networks, 2022
A Joint Optimization of Sensor Activation and Mobile Charging Scheduling in Industrial Wireless Rechargeable Sensor Networks.
Proceedings of the IEEE International Conference on Communications, 2022
Deep Reinforcement Learning for Autonomous Vehicles Collaboration at Unsignalized Intersections.
Proceedings of the IEEE Global Communications Conference, 2022
Learning-based Multi-Objective Resource Allocation for Over-the-Air Federated Learning.
Proceedings of the IEEE Global Communications Conference, 2022
Proceedings of the IEEE Globecom 2022 Workshops, 2022
2021
Energy-Efficient Mode Selection and Resource Allocation for D2D-Enabled Heterogeneous Networks: A Deep Reinforcement Learning Approach.
IEEE Trans. Wirel. Commun., 2021
DeepHeart: A Deep Learning Approach for Accurate Heart Rate Estimation from PPG Signals.
ACM Trans. Sens. Networks, 2021
Fast Admission Control and Power Optimization With Adaptive Rates for Communication Fairness in Wireless Networks.
IEEE Trans. Mob. Comput., 2021
Distributed Resource Allocation in RF-Powered Cognitive Ambient Backscatter Networks.
IEEE Trans. Green Commun. Netw., 2021
Information-Utilization-Method-Assisted Multimodal Multiobjective Optimization and Application to Credit Card Fraud Detection.
IEEE Trans. Comput. Soc. Syst., 2021
Detection of Sleeping Cells in Self-Organizing Cellular Networks: An Adversarial Auto-Encoder Method.
IEEE Trans. Cogn. Commun. Netw., 2021
IEEE Internet Things J., 2021
Energy Consumption Minimization in UAV-Assisted Mobile-Edge Computing Systems: Joint Resource Allocation and Trajectory Design.
IEEE Internet Things J., 2021
Joint Trajectory Design and Resource Allocation for Secure Transmission in Cache-Enabled UAV-Relaying Networks With D2D Communications.
IEEE Internet Things J., 2021
IEEE Internet Things J., 2021
Improvement of evolution process of dandelion algorithm with extreme learning machine for global optimization problems.
Expert Syst. Appl., 2021
IEEE Commun. Mag., 2021
Missing Data Inference for Crowdsourced Radio Map Construction: An Adversarial Auto-Encoder Method.
Proceedings of the IEEE Wireless Communications and Networking Conference, 2021
Proceedings of the Wireless Algorithms, Systems, and Applications, 2021
Deep Reinforcement Learning for Resource Allocation in Multi-platoon Vehicular Networks.
Proceedings of the Wireless Algorithms, Systems, and Applications, 2021
Vehicular Path Planning for Balancing Traffic Congestion Cost and Fog Computing Reward: A Routing Game Approach.
Proceedings of the Wireless Algorithms, Systems, and Applications, 2021
Computation Resource Configuration for Vehicular Edge Computing: A Fluid-Model Based Approach.
Proceedings of the IEEE International Conference on Communications Workshops, 2021
Joint Energy and Computation Workload Management for Geo-Distributed Data Centers in Smart Grid.
Proceedings of the 2021 IEEE 23rd Int Conf on High Performance Computing & Communications; 7th Int Conf on Data Science & Systems; 19th Int Conf on Smart City; 7th Int Conf on Dependability in Sensor, 2021
FIT: Fairness-Aware Intelligent Traffic Signal Control with Deep Reinforcement Learning.
Proceedings of the 2021 IEEE 23rd Int Conf on High Performance Computing & Communications; 7th Int Conf on Data Science & Systems; 19th Int Conf on Smart City; 7th Int Conf on Dependability in Sensor, 2021
Multi-objective Mobile Charging Scheduling on the Internet of Electric Vehicles: a DRL Approach.
Proceedings of the IEEE Global Communications Conference, 2021
2020
Hierarchical Combinatorial Auction in Computing Resource Allocation for Mobile Blockchain.
Wirel. Commun. Mob. Comput., 2020
A Generative Adversarial Learning-Based Approach for Cell Outage Detection in Self-Organizing Cellular Networks.
IEEE Wirel. Commun. Lett., 2020
Joint Cache Placement, Flight Trajectory, and Transmission Power Optimization for Multi-UAV Assisted Wireless Networks.
IEEE Trans. Wirel. Commun., 2020
Probabilistic Cache Placement in UAV-Assisted Networks With D2D Connections: Performance Analysis and Trajectory Optimization.
IEEE Trans. Commun., 2020
Mob. Networks Appl., 2020
Root Cause Analysis for Self-organizing Cellular Network: an Active Learning Approach.
Mob. Networks Appl., 2020
Knowl. Based Syst., 2020
IEEE Commun. Lett., 2020
Proceedings of the Wireless Algorithms, Systems, and Applications, 2020
Computation Offloading Game for Edge Computing with Strategic Local Pre-Processing Time-Length.
Proceedings of the 92nd IEEE Vehicular Technology Conference, 2020
Beyond Model-Level Membership Privacy Leakage: an Adversarial Approach in Federated Learning.
Proceedings of the 29th International Conference on Computer Communications and Networks, 2020
Dynamic Selection of Mining Pool with Different Reward Sharing Strategy in Blockchain Networks.
Proceedings of the 2020 IEEE International Conference on Communications, 2020
Joint Cache and Trajectory Optimization for Secure UAV-relaying with Underlaid D2D Communications.
Proceedings of the 2020 IEEE International Conference on Communications, 2020
Proceedings of the IEEE Global Communications Conference, 2020
Proceedings of the IEEE Global Communications Conference, 2020
Proceedings of the IEEE Global Communications Conference, 2020
Joint Resource Allocation and Trajectory Design for UAV-assisted Mobile Edge Computing Systems.
Proceedings of the IEEE Global Communications Conference, 2020
2019
Contextual Multi-Armed Bandit for Cache-Aware Decoupled Multiple Association in UDNs: A Deep Learning Approach.
IEEE Trans. Cogn. Commun. Netw., 2019
Passive Relaying Game for Wireless Powered Internet of Things in Backscatter-Aided Hybrid Radio Networks.
IEEE Internet Things J., 2019
Data-Driven Machine Learning Techniques for Self-healing in Cellular Wireless Networks: Challenges and Solutions.
CoRR, 2019
An Ensemble Learning Approach for Fault Diagnosis in Self-Organizing Heterogeneous Networks.
IEEE Access, 2019
Decoupled Uplink-Downlink User Association in Ultra-Dense Networks: A Contract-Theoretic Approach.
Proceedings of the 2019 IEEE Wireless Communications and Networking Conference, 2019
Proceedings of the 2019 IEEE Wireless Communications and Networking Conference, 2019
Real-time Detection of False Data Injection Attacks Based on Load Forecasting in Smart Grid.
Proceedings of the 2019 IEEE International Conference on Communications, 2019
Proceedings of the 2019 IEEE International Conference on Communications, 2019
Proceedings of the 15th International Conference on Mobile Ad-Hoc and Sensor Networks, 2019
Optimal Auction for Resource Allocation in Wireless Virtualization: A Deep Learning Approach.
Proceedings of the 25th IEEE International Conference on Parallel and Distributed Systems, 2019
Cost-Effective Signal Map Crowdsourcing with Auto-Encoder Based Active Matrix Completion.
Proceedings of the 25th IEEE International Conference on Parallel and Distributed Systems, 2019
Decoupled Multiple Association in Full-Duplex Ultra-Dense Networks: An Evolutionary Game Approach.
Proceedings of the 2019 IEEE International Conference on Communications, 2019
Matching-Based Channel Assignment for Cooperative Sensing in Full-Duplex Cognitive Radio Networks.
Proceedings of the 21st IEEE International Conference on High Performance Computing and Communications; 17th IEEE International Conference on Smart City; 5th IEEE International Conference on Data Science and Systems, 2019
Resource Allocation for Mobile Blockchain: A Hierarchical Combinatorial Auction Approach.
Proceedings of the 2019 IEEE Global Communications Conference, 2019
2018
Performance Analysis of RF-Powered Cognitive Radio Networks with Integrated Ambient Backscatter Communications.
Wirel. Commun. Mob. Comput., 2018
Energy Efficient Caching in Backhaul-Aware Cellular Networks with Dynamic Content Popularity.
Wirel. Commun. Mob. Comput., 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).
计算机科学, 2018
Truthful Double Auction for Joint Internet of Energy and Profit Optimization in Cognitive Radio Networks.
IEEE Access, 2018
An Optimal Task Placement Strategy in Geo-Distributed Data Centers Involving Renewable Energy.
IEEE Access, 2018
IEEE Access, 2018
Performance analysis of ambient backscatter communications in RF-powered cognitive radio networks.
Proceedings of the 2018 IEEE Wireless Communications and Networking Conference, 2018
A Concept Drift Based Ensemble Incremental Learning Approach for Intrusion Detection.
Proceedings of the IEEE International Conference on Internet of Things (iThings) and IEEE Green Computing and Communications (GreenCom) and IEEE Cyber, 2018
Energy-Efficient Task Scheduling for Data Centers with Unstable Renewable Energy: A Robust Optimization Approach.
Proceedings of the IEEE International Conference on Internet of Things (iThings) and IEEE Green Computing and Communications (GreenCom) and IEEE Cyber, 2018
Proceedings of the IEEE International Conference on Internet of Things (iThings) and IEEE Green Computing and Communications (GreenCom) and IEEE Cyber, 2018
Adaptive Optimization with Max-Min Achievable Rate Fairness in Mobile Cloud Networking.
Proceedings of the 2018 IEEE International Conference on Communications, 2018
On the Profit Maximization of Spectrum Investment under Uncertainties in Cognitive Radio Networks.
Proceedings of the 2018 IEEE International Conference on Communications, 2018
A Multi-task Decomposition and Reorganization Scheme for Collective Computing Using Extended Task-Tree.
Proceedings of the Green, Pervasive, and Cloud Computing - 13th International Conference, 2018
Joint Optimization of Wireless Power Transfer and Collaborative Beamforming for Relay Communications.
Proceedings of the IEEE Globecom Workshops, 2018
Proceedings of the IEEE Global Communications Conference, 2018
2017
User pairing and channel allocation for full-duplex self-organizing small cell networks.
Proceedings of the 9th International Conference on Wireless Communications and Signal Processing, 2017
Wireless Virtualization as a Hierarchical Combinatorial Auction: An Illustrative Example.
Proceedings of the 2017 IEEE Wireless Communications and Networking Conference, 2017
Performance Analysis of Full-Duplex D2D Communications in Multi-Tier Heterogeneous Wireless Networks.
Proceedings of the 2017 IEEE International Symposium on Parallel and Distributed Processing with Applications and 2017 IEEE International Conference on Ubiquitous Computing and Communications (ISPA/IUCC), 2017
Proceedings of the 2017 IEEE Global Communications Conference, 2017
Energy Generation Scheduling in Microgrids Involving Temporal-Correlated Renewable Energy.
Proceedings of the 2017 IEEE Global Communications Conference, 2017
Ensemble Learning and SMOTE Based Fault Diagnosis System in Self-Organizing Cellular Networks.
Proceedings of the 2017 IEEE Global Communications Conference, 2017
2016
IEEE Trans. Mob. Comput., 2016
2015
Joint Mode Selection and Spectrum Partitioning for Device-to-Device Communication: A Dynamic Stackelberg Game.
IEEE Trans. Wirel. Commun., 2015
An Evolutionary Game for Distributed Resource Allocation in Self-Organizing Small Cells.
IEEE Trans. Mob. Comput., 2015
Downlink Power Control in Two-Tier Cellular OFDMA Networks Under Uncertainties: A Robust Stackelberg Game.
IEEE Trans. Commun., 2015
Service provisioning with multiple service providers in 5G ultra-dense small cell networks.
Proceedings of the 26th IEEE Annual International Symposium on Personal, 2015
Proceedings of the Design and Deployment of Small Cell Networks, 2015
2014
Pricing, Spectrum Sharing, and Service Selection in Two-Tier Small Cell Networks: A Hierarchical Dynamic Game Approach.
IEEE Trans. Mob. Comput., 2014
2013
Distributed resource allocation for self-organizing small cell networks: An evolutionary game approach.
Proceedings of the Workshops Proceedings of the Global Communications Conference, 2013
2012
Dynamic Spectrum Leasing and Service Selection in Spectrum Secondary Market of Cognitive Radio Networks.
IEEE Trans. Wirel. Commun., 2012
Dynamic Service Selection and Bandwidth Allocation in IEEE 802.16m Mobile Relay Networks.
IEEE J. Sel. Areas Commun., 2012
2011
Wirel. Commun. Mob. Comput., 2011
Cooperative virtual machine management for multi-organization cloud computing environment.
Proceedings of the 5th International ICST Conference on Performance Evaluation Methodologies and Tools Communications, 2011
Proceedings of the Global Communications Conference, 2011
Resource and Revenue Sharing with Coalition Formation of Cloud Providers: Game Theoretic Approach.
Proceedings of the 11th IEEE/ACM International Symposium on Cluster, 2011
2010
Network Selection in Heterogeneous Wireless Networks: Evolution with Incomplete Information.
Proceedings of the 2010 IEEE Wireless Communications and Networking Conference, 2010
Optimal Bandwidth Allocation with Dynamic Service Selection in Heterogeneous Wireless Networks.
Proceedings of the Global Communications Conference, 2010