智能网络与计算

Big head, man.  

朱琨, 教授, 博士生导师
Kun Zhu, Ph.D., Professor
计算机科学与技术学院, 南京航空航天大学
College of Computer Science and Technology, Nanjing University of Aeronautics and Astronautics

Contact

办公室：计算机科学与技术学院, 314房间
Email: zhukun [at] nuaa [dot] edu [dot] cn
[Google Scholar]

Biograhy | Research Interests | Honors | Publications | Projects | Professional Services | Coursework

News

[10 Mar 2026] We have one paper accepted by TMC (CCF A).

[23 Feb 2026] We have one paper accepted by TCCN (中科院1区).

[31 Dec 2025] We have one paper accepted by TPAMI (CCF A).

[01 Dec 2025] We have one paper accepted by TWC (中科院1区).

[18 Nov 2025] We have one paper accepted by TMC (CCF A).

[10 Nov 2025] We have one paper accepted by TMC (CCF A).

[18 Sept 2025] We have one paper accepted by NeurIPS 2025 (CCF A).

[1 July 2025] We have one paper accepted by TSC (CCF A).

[30 June 2025] We have one paper accepted by IEEE TSC (CCF A).

[17 April 2025] We have one paper accepted by IEEE TETC.

[14 March 2025] 很荣幸入选南航25年度“良师益友-我最喜爱的导师”，感谢同学们的支持！

[23 Jan 2025] We have one paper accepted by ICLR 2025 (人工智能顶会).

[03 Jan 2025] We have one paper accepted by IEEE Transactions on Communications (CCF B).

[20 Dec 2024] We have one paper accepted by AAMAS 2025 (CCF B).

[10 Dec 2024] We have one paper accepted by AAAI 2025 (CCF A).

[28 Nov 2024] 祝贺毕业博士生代陈获江苏省优秀博士论文奖励

[16 Nov 2024] We have one paper accepted by IEEE Transactions on Cognitive Communications and Networking（中科院1区）.

[27 Sept 2024] We have one paper accepted by NeurIPS 2024 (CCF A).

[07 July 2024] We have one paper accepted by IEEE Transactions on Mobile Computing (CCF A).

[20 June 2024] We have one paper accepted by IEEE Transactions on Mobile Computing (CCF A).

[13 June 2024] We have one paper accepted by IEEE Transactions on Cloud Computing.

[09 April 2024] We have one paper accepted by IEEE Transactions on Cognitive Communications and Networking（中科院1区）.

[15 Oct 2023] 团队获得中国机器人大赛-无人机挑战赛全国一等奖（亚军）

[9 Sept 2023] 团队获得中国高校计算机大赛-网络技术挑战赛全国二等奖

Biography

朱琨，教授、博士生导师。2012年博士毕业于新加坡南洋理工大学（NTU）计算机科学与工程学院，导师为Dusit Niyato 教授 (IEEE Fellow) 与 Ping Wang 教授 (IEEE Fellow)。2012-2015年在加拿大曼尼托巴大学无线网络与服务研究组从事博士后工作，导师为Ekram Hossain 教授 (IEEE Fellow)。2015年11月加入南京航空航天大学计算机科学与技术学院。目前担任江苏省网络与分布计算专委会主任、网络化无人系统与智能对抗研究所所长、CCF 网络与数据通信专委会委员。主要研究方向包括网络化无人系统、认知决策、智能网络通信、具身智能体多模态交互等。在IEEE JSAC、TMC、TWC、TCOM、TKDE等本领域著名学术期刊及IEEE GLOBECOM、ICC、WCNC等权威会议发表论文一百十余篇，Google Scholoar引用5200余次。担任多个期刊编辑与客座编辑，担任GLOBECOM等会议TPC成员。入选江苏特聘教授、江苏省科技副总、南航25年度“良师益友-我最喜爱的导师”、南航长空英才、长空之星人才计划、南航杰出人才培养计划，获得2023江苏省计算机学院青年科技奖，2018 ACM 新星奖分会奖，IEEE WCNC 2019最佳论文。主持国家自然科学基金、KJW创新特区、江苏省优秀青年科学基金、国防企业合作等各类项目二十余项。

Research Interests

Honors

Publications

Book Chapters

  1. Kun Zhu, Ran Wang, and Xiangping Zhai, "Robust games for power control in multi-tier cellular networks," book chapter in Encyclopedia of Wireless Networks, Cambridge Springer, 2018.

  2. Prabodini Semasinghe, Kun Zhu, Ekram Hossain, and Alagan Anpalagan, "Game Theory and Learning Techniques for Self-Organization in Small Cell Networks," book chapter in Design and Deployment of Small Cell Networks, Cambridge University Press, 2014.

Selected Publications（* 通信作者）

  1. [TMC] Zhiyuan Xi, Kun Zhu*, Yuanyuan Xu, and Dusit Niyato, "Noise-Resilient Semantic Communication via Frequency-Decoupled Quantization," IEEE Transactions on Mobile Computing, Mar 2026. (CCF A类)

  2. [TCCN] Heng Zhu, Yuanyuan Xu, Kun Zhu*, Juan Li, and Dusit Niyato, "Region-of-Interest Oriented Image Semantic Communication," IEEE Transactions on Cognitive Communications and Networking, vol. 12, pp. 6598-6612, Feb 2026. (IF 8.6，中科院1区)

  3. [TPAMI] Tianxu Li and Kun Zhu*, "Efficient Exploration for Multi-Agent Diversity with Agent Identity," IEEE Transactions on Pattern Analysis and Machine Intelligence, vol. 48, no. 5, pp. 5460-5473, May 2026. (CCF A类)

  4. [TWC] Hui Li, Kun Zhu*, Tianxu Li, Heng Zhu, and Jingfeng Zhang, "3D Deployment of UAV-BSs in Semantic Communication Networks: Mean-Field Multi-Agent Reinforcement Learning Approach," IEEE Transactions on Wireless Communications, vol. 25, pp. 9844-9858, Dec 2025. (中科院1区)

  5. [TMC] Houming Qiu, Kun Zhu*, Dusit Niyato, Nguyen Cong Luong, Changyan Yi, and Chen Dai, "Barycentric Coded Distributed Computing with Flexible Recovery Threshold for Collaborative Mobile Edge Computing," IEEE Transactions on Mobile Computing, vol. 25, no. 4, pp. 5557-5570, Apr 2026. (CCF A类)

  6. [TMC] Meiyan Teng, Xin Li, Xuyun Zhang, Jiangqiu Xu, and Kun Zhu, "Graph-Based Spatiotemporal RL Framework for Sequential Task Offloading in Multi-UAV Systems," IEEE Transactions on Mobile Computing, vol. 25, no. 5, pp. 6306-6319, May 2026. (CCF A类)

  7. [NeurIPS'25] Tianxu Li, Kun Zhu*, "Encouraging Metric-aware Diversity in Contrastive Representation Space," in Proceedings of NIPS 2025. (CCF A类)

  8. [TSC] Meiyan Teng, Xin Li, Xuyun Zhang, Yanling Bu, Kun Zhu, Adnan Mahmood, Jie Wu, and Quan Z. Sheng, "Integrated Resource Allocation for Sequential Task Offloading in Edge Computing," IEEE Transactions on Service Computing, vol. 18, no. 4, pp. 2115-2128, Jul-Aug 2025. (CCF A类)

  9. [TETC'25] Houming Qiu, Kun Zhu*, Nguyen Cong Luong, and Dusit Niyato, "Approximated Coded Computing: Towards Fast, Private and Secure Distributed Machine Learning," IEEE Transactions on Emerging Topics in Computing, vol. 13, no. 3, pp. 1030-1042, Jul-Sep 2025,.

  10. [ICLR'25] Tianxu Li and Kun Zhu*, "Toward Efficient Multi-Agent Exploration With Trajectory Entropy Maximization," in Proceedings of ICLR 2025. (人工智能顶会)

  11. [TCOM] Heng Zhu, Kun Zhu*, Yang Zhang, and Dusit Niyato, "Stochastic Geometry Based Semantic Performance Analysis for Text Semantic Communication," IEEE Transactions on Communications, vol. 73, no. 9, pp. 8032-8044, Sep 2025. (CCF B类)

  12. [AAMAS'25] Tianxu Li and Kun Zhu*, "Self-Supervised Multi-Agent Diversity with Nonparametric Entropy Maximization," in Proceedings of AAMAS 2025. (CCF B类)

  13. [AAAI'25] Tianxu Li and Kun Zhu*, "Learning Joint Behaviors with Large Variations," in Proceedings of AAAI 2025. (CCF A类)

  14. [TCCN] Chengyong Liu, Kun Zhu*, Jianpeng Li, Yang Zhang, and Dusit Niyato, "Model-Knowledge Mutual Reinforcement for Few-Shot Cellular Network Fault Diagnosis," IEEE Transactions on Cognitive Communications and Networking, vol. 11, no. 3, pp. 2013-2026, Jun 2025. (IF 8.6，中科院1区)

  15. [NeurIPS'24] Tianxu Li, Kun Zhu*, Juan Li, and Yang Zhang, "Learning Distinguishable Trajectory Representation with Contrastive Loss," in Proceedings of NIPS 2024. (CCF A类)

  16. [TMC] Shouhan Han, Xiaojing Liu, Mengchu Zhou, Kun Zhu, Liang Zhao, Aiiad Albeshri, and Abdullah Abusorrah, "Joint Association, Deployment and Flight Trajectory Optimization for Multi-UAV-Enabled Large-Scale Mobile Edge Computing," IEEE Transactions on Mobile Computing, vol. 23, no. 12, pp. 13027-13221, Dec 2024. (CCF A类)

  17. [TMC] Houming Qiu, Kun Zhu*, Dusit Niyato, and Bin Tang, "Resilient, Secure and Private Coded Distributed Convolution Computing for Mobile-Assisted Metaverse," IEEE Transactions on Mobile Computing, vol. 23, no. 12, pp. 12892-12906, Dec 2024. (CCF A类)

  18. [TCC] Houming Qiu, Kun Zhu*, and Dusit Niyato, "Secure and Flexible Coded Distributed Matrix Multiplication Based on Edge Computing for Industrial Metaverse," IEEE Transactions on Cloud Computing, vol. 12, no. 4, pp. 1026-1041, Oct 2024. (IF 6.8)

  19. [TCCN] Houming Qiu, Kun Zhu*, Nguyen Luong, Dusit Niyato, and Qiang Wu, "Coded Distributed Computing for Resilient, Secure and Private Matrix-Vector Multiplication in Edge-Enabled Metaverse," IEEE Transactions on Cognitive Communications and Networking, vol. 10, no. 5, pp. 1944-1958, Oct 2024. (IF 8.6，中科院1区)

  20. [IoTJ] Chengyong Liu, Kun Zhu*, Chaoquan Tao, Bing Chen, and Yanchao Zhao, "UAV-Assisted Active Sparse Crowdsensing for Ground Signal Map Construction Based on 3-D Spatial–Temporal Correlation," IEEE Internet of Things Journal, vol. 11, no. 16, pp. 27260-27274, Aug 2024. (IF 9.936，中科院1区)

  21. [TMC] Jiequ Ji, Lin Cai, Kun Zhu, and Dusit Niyato, "Decoupled Association with Rate Splitting Multiple Access in UAV-assisted Cellular Networks Using Multi-agent Deep Reinforcement Learning," IEEE Transactions on Mobile Computing, vol. 23, no. 3, pp. 2186-2201, Mar 2024. (CCF A类)

  22. [TMC] Jiequ Ji, Xiangyu Ren, Lin Cai*, and Kun Zhu*, "Downlink Scheduler for Delay Guaranteed Services Using Deep Reinforcement Learning," IEEE Transactions on Mobile Computing, vol. 23, no. 4, pp. 3376-3390, Apr 2024. (CCF A类)

  23. [TITS] Junhua Wang, Kun Zhu, Penglin Dai, and Zhu Han, "An Adaptive Q-Value Adjustment-Based Learning Model for Reliable Vehicle-to-UAV Computation Offloading," IEEE Transactions on Intelligent Transportation Systems, vol. 9, no. 3, pp. 3699-3713, May 2024. (IF 6.492，中科院1区)

  24. [TSC] Meiyan Teng, Xin Li, and Kun Zhu, "Joint Optimization of Sequential Task Offloading and Service Deployment in End-Edge-Cloud System for Energy Efficiency," IEEE Transactions on Sustainable Computing, vol. 25, no. 5, pp. 283-298, May-Jun 2024. (IF 3.8)

  25. [TMC] Chen Dai Kun Zhu*, and Ekram Hossain, "Multi-Agent Deep Reinforcement Learning for Joint Decoupled User Association and Trajectory Design in Full-Duplex Multi-UAV Networks," IEEE Transactions on Mobile Computing, vol. 22, no. 10, pp. 6056-6070, Oct 2023. (CCF A类)

  26. [TMC] Jiequ Ji, Kun Zhu*, and Lin Cai, "Trajectory and Communication Design for Cache-enabled UAVs in Cellular Networks: A Deep Reinforcement Learning Approach," IEEE Transactions on Mobile Computing, vol. 22, no. 10, pp. 6190-6204, Oct 2023. (CCF A类)

  27. [TKDE] Shoufei Han, Kun Zhu*, MengChu Zhou, Hesham Alhumade, and Abdullah Abusorrah, "Locating Multiple Equivalent Feature Subsets in Feature Selection for Imbalanced Classification," IEEE Transactions on Knowledge and Data Engineering, vol. 35, no. 9, pp. 9195-9209, Sep 2023. (CCF A类)

  28. [TWC] Yuanyuan Xu, Kun Zhu*, Hu Xu, and Jiequ Ji, "Deep Reinforcement Learning for Multi-Objective Resource Allocation in Multi-Platoon Cooperative Vehicular Networks," IEEE Transactions on Wireless Communications, vol. 22, no. 9, pp. 6185-6198, Sep 2023. (中科院1区)

  29. [TMC] Yanchao Zhao, Chengyong Liu, Kun Zhu*, Sheng Zhang, and Jie Wu, "GSMAC: GAN-based Signal Map Construction with Active Crowdsourcing", IEEE Transactions on Mobile Computing, vol. 22, no. 4, pp. 2190-2204, Apr 2023. (CCF A类)

  30. [TCYB] Shoufei Han, Kun Zhu*, MengChu Zhou, and Xiaojing Liu, "Evolutionary Weighted Broad Learning and its Application to Fault Diagnosis in Self-organizing Cellular Networks," IEEE Transactions on Cybernetics, vol. 53, no. 5, pp. 3035-3047, May 2023. (IF 11.448，中科院1区)

  31. [IoTJ] Kun Zhu, Huang lu, Jiangtian Nie*, Yang Zhang, Zehui Xiong, Hong-Ning Dai, and Jiangming Jin, "Privacy-Aware Double Auction with Time-Dependent Valuation for Blockchain-based Dynamic Spectrum Sharing in IoT Systems," IEEE Internet of Things Journal, vol. 10, no. 8, pp. 6756-6768, Apr 2023. (IF 9.936，中科院1区)

  32. [TCOM] Tao Zhang, Kun Zhu*, Shaoqiu Zheng, Dusit Niyato, and Nguyen Cong Luong, "Trajectory Design and Power Control for Joint Radar and Communication Enabled Multi-UAV Cooperative Detection Systems," IEEE Transactions on Communications, vol. 71, no. 1, pp. 158-172, Jan 2023. (中科院1区)

  33. [JSAC] Kun Zhu, Jiawei Liang, Juan Li, and Changyan Yi, "Coded Distributed Computing with Predictive Heterogeneous User Demands: A Learning Auction Approach," IEEE Journal on Selected Areas in Communications, vol. 40, no. 8, pp. 2426-2439, Aug 2022. (CCF A类)

  34. [COMST] Tianxu Li, Kun Zhu*, Nguyen Cong Luong, Dusit Niyato, Qihui Wu, Yang Zhang, and Bing Chen, "Applications of Multi-Agent Reinforcement Learning in Future Internet: A Comprehensive Survey," IEEE Communications Surveys and Tutorials, vol. 24, no. 2, pp. 1240-1279, Second quarter 2022. (IF 25.249，中科院1区)

  35. [TCCN] Xuezhen Tu, Kun Zhu*, Nguyen Cong Luong, Dusit Niyato, Yang Zhang, and Juan Li, "Incentive Mechanisms for Federated Learning: From Economic and Game Theoretic Perspective," IEEE Transactions on Cognitive Communications and Networking, vol. 8, no. 3, pp. 1566-1593, Sep 2022. (IF 8.6，中科院1区)

  36. [TITS] Kun Zhu, Yue Zhou, Changyan Yi, and Ran Wang, "Computation Resource Configuration with Adaptive QoS Requirements for Vehicular Edge Computing: A Fluid-Model Based Approach," IEEE Transactions on Intelligent Transportation Systems, vol. 23, no. 11, pp. 21148-21162, Nov 2022. (IF 6.492，中科院1区)

  37. [TITS] Shoufei Han, Kun Zhu*, MengChu Zhou, and Xiaojing Liu, "Joint Deployment Optimization and Flight Trajectory Planning for UAV Assisted IoT Data Collection: A Bilevel Optimization Approach," IEEE Transactions on Intelligent Transportation Systems, vol. 23, no. 11, pp. 21492-21504, Nov 2022. (IF 6.492，中科院1区)

  38. [JAS] Shoufei Han, Kun Zhu*, MengChu Zhou, Xiaojing Liu, Haoyue Liu, Yusuf Al-Turki,and Abdullah Abusorrah, "A Novel Multiobjective Fireworks Algorithm and its Applications to Imbalanced Distance Minimization Problems," IEEE/CAA Journal of Automatica Sinica, vol. 9, no. 8, pp. 1476-1489, Aug 2022. (自动化学报英文版，IF 6.171，中科院1区)

  39. [TGCN] Kun Zhu, Jia Yang, Yang Zhang, Jiangtian Nie*, Wei Yang Bryan Lim, Hongliang Zhang, and Zehui Xiong, "Aerial Refueling: Scheduling Wireless Energy Charging for UAV Enabled Data Collection," IEEE Transactions on Green Communications and Networking , vol. 6, no. 3, pp. 1494-1510, Sep 2022.

  40. [TSMCS] Shoufei Han, Kun Zhu*, MengChu Zhou, and Xinye Cai, "Competition-driven Multimodal Multiobjective Optimization and its Application to Feature Selection," IEEE Transactions on Systems, Man and Cybernetics: Systems, vol. 52, no. 12, pp. 7845-7857, Dec 2022. (IF 13.451，中科院1区)

  41. [TMC] Changyan Yi, Jun Cai, Tong Zhang, Kun Zhu, Bing Chen, and Qiang Wu, "Workload Re-Allocation for Edge Computing with Server Collaboration: A Cooperative Queueing Game Approach," IEEE Transactions on Mobile Computing, vol. 22, no. 5, pp. 3095-3111, May 2023. (CCF A类)

  42. [TWC] Nguyen Thi Thanh Van, Nguyen Cong Luong, Shaohan Feng, Huy T. Nguyen, Kun Zhu, Thi Van Luong, Dusit Niyato, "Dynamic Network Service Selection in Intelligent Reflecting Surface-Enabled Wireless Systems: Game Theory Approaches," IEEE Transactions on Wireless Communications, vol. 21, no. 8, pp. 5947-5961, Aug 2022. (IF 6.779，中科院1区)

  43. [IoTJ] You Shi, Changyan Yi, Bing Chen, Chenze Yang, Kun Zhu, and Jun Cai, "Joint Online Optimization of Data Sampling Rate and Preprocessing Mode for Edge-Cloud Collaboration Enabled Industrial IoT," IEEE Internet of Things Journal, vol. 9, no. 17, pp. 16402-16417, Sep 2022. (IF 9.936，中科院1区)

  44. [TWC] Chen Dai, Kun Zhu*, Zhenzhen Li, and Ekram Hossain, "Joint Decoupled Multiple Association and Resource Allocation in Full-duplex Heterogeneous Cellular Networks: A Four-Sided Matching Game," IEEE Transactions on Wireless Communications, vol. 21, no. 8, pp. 6464-6477, Aug 2022 (IF 6.779，中科院1区)

  45. [TCCN] Houming Qiu, Kun Zhu*, Nguyen Cong Luong, Changyan Yi, Dusit Niyato, and Dong In Kim, "Applications of Auction and Mechanism Design in Edge Computing: A Survey," IEEE Transactions on Cognitive Communications and Networking, vol. 8, no. 2, pp. 1034-1058, Jun 2022.(IF 8.6，中科院1区)

  46. [TGCN] Junhua Wang, Kun Zhu*, and Ekram Hossain, "Green Internet of Vehicles (IoV) in the 6G Era: Toward Sustainable Vehicular Communications and Networking," IEEE Transactions on Green Communications and Networking, vol. 6, no. 1, pp. 391-423, Mar 2022.

  47. [TWC] Tao Zhang, Kun Zhu*, Junhua Wang, and Zhu Han, "Cost-Efficient Beam Management and Resource Allocation in Millimeter Wave Backhaul HetNets with Hybrid Energy Supply," IEEE Transactions on Wireless Communications, vol. 21, no. 5, pp. 3291-3306, May 2022. (IF 6.779，中科院1区)

  48. [TWC] Kun Zhu*, Lujiu Li, Yuanyuan Xu, Tong Zhang, and Lu zhou, "Multi-Connection Based Scalable Video Streaming in UDNs: A Multi-Agent Multi-Armed Bandit Approach," IEEE Transactions on Wireless Communications, vol. 21, no. 2, pp. 1156-1169, Feb 2022. (IF 6.779，中科院1区)

  49. [TVT] Junhua Wang, Kun Zhu*, Bing Chen, and Zhu Han, "Distributed Clustering-based Cooperative Vehicular Edge Computing for Real-time Offloading Requests," IEEE Transactions on Vehicular Technology, vol. 71, no. 1, pp. 653-669, Jan 2022. (IF 5.978, 中科院2区)

  50. [TMC] Chen Dai, Kun Zhu*, Changyan Yi, and Ekram Hossain, "Decoupled Uplink-Downlink Association in Full-Duplex Cellular Networks: A Contract-Theory Based Approach", IEEE Transactions on Mobile Computing, vol. 21, no. 3, pp. 911-925, Mar 2022. (CCF A类)

  51. [TSMCS] Sheng Han, Kun Zhu*, and MengChu Zhou, "Competition-driven Dandelion Algorithms with Historical Information Feedback," IEEE Transactions on Systems, Man and Cybernetics: Systems, vol. 52, no. 2, pp. 966-979, Feb 2022. (IF 13.451，中科院1区)

  52. [TGCN] Kun Zhu*, Longteng Xu, and Dusit Niyato, "Distributed Resource Allocation in RF-Powered Cognitive Ambient Backscatter Networks," IEEE Transactions on Green Communications and Networking , vol. 5, no. 4, pp. 1657-1668, Dec 2021 (Invited paper).

  53. [ComMag] Jiequ Ji, Kun Zhu*, and Dusit Niyato, "Joint Communication and Computation Design for UAV-enabled Aerial Computing," IEEE Communications Magazine, vol. 59, no. 11, pp. 73-79, Nov 2021. (IF 9.619，中科院1区)

  54. [TCCN] Tao Zhang, Kun Zhu*, and Dusit Niyato, "Detection of Sleeping Cells in Self-organizing Cellular Networks: An Adversarial Auto-Encoder Method," IEEE Transactions on Cognitive Communications and Networking, vol. 7, no. 3, pp. 739-751, Sep 2021. (IF 8.6，中科院1区)

  55. [物联网学报] 嵇介曲, 朱琨*, 易畅言, 王然, "多无人机辅助移动边缘计算中的任务卸载和轨迹优化," 物联网学报, vol. 5, no. 1, pp. 27-35, 2021.

  56. [IoTJ] Kun Zhu*, Aijin Zhang, and Dusit Niyato, "Cost-Effective Active Sparse Urban Sensing: Adversarial Autoencoder Approach," IEEE Internet of Things Journal, vol. 8, no. 15, pp. 12064-12078, Aug 2021. (IF 9.936，中科院1区)

  57. [TOSN] Xiangmao Chang, Gangkai Li, Guoliang Xing, Kun Zhu*, and Linlin Tu, "DeepHeart: A Deep Learning Approach for Accurate Heart Rate Estimation from PPG Signals," ACM Transactions on Sensors Networks, vol. 17, no. 2, pp. 1-18, Jun 2021. (CCF B)

  58. [IoTJ] Jiequ Ji, Kun Zhu*, Changyan Yi, and Dusit Niyato, "Energy Consumption Minimization in UAV-assisted Mobile Edge Computing Systems: Joint Resource Allocation and Trajectory Design," IEEE Internet of Things Journal, vol. 8, no. 10, pp. 8570-8584, May 2021. (IF 9.936，中科院1区)

  59. [IoTJ] Xiangmao Chang, Jiahua Dai, Zhiyong Zhang, Kun Zhu*, and Guoliang Xing, "RF-RVM: Continuous Respiratory Volume Monitoring With COTS RFID Tags," IEEE Internet of Things Journal, vol. 8, no. 16, pp. 12892-12901, Mar 2021. (IF 9.936，中科院1区)

  60. [TCSS] Shoufei Han, Kun Zhu*, MengChu Zhou, and Xinye Cai, "Information-Utilization-Method-assisted Multimodal Multiobjective Optimization and Application to Credit Card Fraud Detection," IEEE Transactions on Computational Soical Systems, vol. 8, no. 4, pp. 856-869, Mar 2021.

  61. [TMC] Xiangping Bryce Zhai, Xin Liu*, Chunsheng Zhu, Kun Zhu, and Bing Chen, "Fast Admission Control and Power Optimization with Adaptive Rates for Communication Fairness in Wireless Networks," IEEE Transactions on Mobile Computing, vol. 20, no. 3, pp. 1017-1026, Mar 2021. (CCF A类)

  62. [IoTJ] Jiequ Ji, Kun Zhu*, Dusit Niyato, and Ran Wang, "Joint Trajectory Design and Resource Allocation for Secure Transmission in Cache-enabled UAV-relaying Networks with D2D Communications," IEEE Internet of Things Journal, vol. 8, no. 3, pp. 1557-1571, Feb 2021. (IF 9.936，中科院1区)

  63. [TWC] Tao Zhang, Kun Zhu*, and Junhua Wang, "Energy-Efficient Mode Selection and Resource Allocation for D2D-enabled Heterogeneous Networks: A Deep Reinforcement Learning Approach," IEEE Transactions on Wireless Communications, vol. 20, no. 2, pp. 1175-1187, Feb 2021. (IF 6.779，中科院1区)

  64. [TMC] Changyan Yi, Jun Cai, Kun Zhu*, and Ran Wang, "A Queueing Game Based Management Framework for Fog Computing with Strategic Computing Speed Control," IEEE Transactions on Mobile Computing, vol. 21, no. 5, pp. 1537-1551, May 2022. (CCF A类)

  65. [TMC] Kun Zhu*, Yuanyuan Xu, Jun Qian, and Dusit Niyato, "Revenue-Optimal Auction For Resource Allocation in Wireless Virtualization: A Deep Learning Approach," IEEE Transactions on Mobile Computing, vol. 21, no. 4, pp. 1374-1387, Apr 2022. (CCF A类)

  66. [TCOM] Jiequ Ji, Kun Zhu*, Dusit Niyato, and Ran Wang, "Probabilistic Cache Placement in UAV-assisted Networks with D2D Connections: Performance Analysis and Trajectory Optimization," IEEE Transactions on Communications, vol. 68, no. 10, pp. 6331-6345, Oct 2020. (IF 5.646，中科院1区)

  67. [TWC] Jiequ Ji, Kun Zhu*, Dusit Niyato, and Ran Wang, "Joint Cache Placement, Flight Trajectory and Transmission Power Optimization for Multi-UAV Assisted Cellular Networks," IEEE Transactions on Wireless Communications, vol. 19, no. 8, pp. 5389-5403, Aug 2020. (IF 6.779，中科院1区)

  68. [CL] Meng Chen, Kun Zhu*, Ran Wang, and Dusit Niyato, "Active Learning Based Fault Diagnosis in Self-organizing Cellular Networks," IEEE Communications Letters, vol. 24, no. 8, pp. 1734-1737, Aug 2020. (IF 3.419，中科院2区)

  69. [WCL] Tao Zhang, Kun Zhu*, and Dusit Niyato, "A Generative Adversarial Learning Based Approach for Cell Outage Detection in Self-organizing Cellular Networks," IEEE Wireless Communications Letters, vol. 9, no. 2, pp. 171-174, Feb 2020. (IF 4.66，中科院2区)

  70. [TCCN] Chen Dai, Kun Zhu* , Ran Wang, and Bing Chen, "Contextual Multi-Armed Bandit for Cache-Aware Decoupled Multiple Association in UDNs: A Deep Learning Approach," IEEE Transactions on Cognitive Communications and Networking, vol. 5, no. 4, pp. 1046-1059, Dec 2019. (IF 8.6，中科院1区)

  71. [IoTJ] Jing Xu, Jiachen Li, Shimin Gong*, Kun Zhu, and Dusit Niyato, "Passive Relaying Game for Wireless Powered Internet of Things in Backscatter-Aided Hybrid Radio Networks," IEEE Internet of Things Journal, vol. 6, no. 5, pp. 8933-8944, Oct 2019. (IF 9.936，中科院1区)

  72. [WCMC] Jiequ Ji, Kun Zhu*, Ran Wang, Bing Chen, and Chen Dai, "Energy efficient caching in backhaul-aware cellular networks with dynamic content popularity," Wireless Communications and Mobile Computing, Apr 2018. (CCF C类)

  73. [WCMC] Longteng Xu, Kun Zhu*, Ran Wang, and Shimin Gong, "Performance Analysis of RF-Powered Cognitive Radio Networks with Integrated Ambient Backscatter Communications," Wireless Communications and Mobile Computing, Apr 2018. (CCF C类)

  74. [通信学报] 张佳乐，赵彦超*，陈兵, 胡峰，朱琨, "边缘计算数据安全与隐私保护研究综述," 通信学报, Vo. 39, no. 3, pp. 1-21, 2018.

  75. [TMC] Kun Zhu and Ekram Hossain*, "Virtualization of 5G cellular Networks as a Hierarchical Combinatorial Auction," IEEE Transactions on Mobile Computing, vol. 15, no. 10, pp. 2640-2654, Oct 2016. (CCF A类，IF 5.112，中科院2区)

  76. [TCOM] Kun Zhu, Ekram Hossain*, and Alagan Anpalagn, "Downlink Power Control in Two-tier Cellular OFDMA Networks Under Uncertainties: A Robust Stackelberg Game," IEEE Transactions on Communications, vol. 63, no. 2, pp. 520-535, Feb 2015. (CCF B类，IF 5.646，中科院1区)

  77. [TWC] Kun Zhu and Ekram Hossain*, "Joint Mode Selection and Spectrum Partitioning for Device-to-Device Communication: A Dynamic Stackelberg Game," IEEE Transactions on Wireless Communications, vol. 14, no. 3, pp. 1406-1420, Mar 2015. (CCF B类，IF 6.779，中科院1区)

  78. [TMC] Prabodini Semasinghe, Ekram Hossain*, and Kun Zhu, "An Evolutionary Game for Distributed Resource Allocation in Self-Organizing Small Cells," IEEE Transactions on Mobile Computing, vol. 14, no. 2, pp. 274-287, Feb 2015. (CCF A类，IF 5.112，中科院2区)

  79. [TMC] Kun Zhu, Ekram Hossain*, and Dusit Niyato, "Pricing, Spectrum Sharing, and Service Selection in Two-Tier Small Cell Networks: A Hierarchical Dynamic Game Approach," IEEE Transactions on Mobile Computing, vol. 13, no. 8, pp. 1843-1856, Aug 2014. (CCF A类，IF 5.112，中科院2区)

  80. [JSAC] Kun Zhu, Dusit Niyato*, and Ping Wang, "Dynamic Service Selection and Bandwidth Allocation in IEEE 802.16m Mobile Relay Networks," IEEE Journal on Selected Areas in Communications, vol. 30, no. 9, pp. 1798-1805, Oct 2012. (CCF A类，IF 11.42，中科院1区)

  81. [TWC] Kun Zhu, Dusit Niyato*, Ping Wang, and Zhu Han, "Dynamic Spectrum Leasing and Service Selection in Spectrum Secondary Market of Cognitive Radio Networks," IEEE Transactions on Wireless Communications, vol. 11, no. 3, pp. 1136-1145, Mar 2012. (CCF B类，IF 6.779，中科院1区)

  82. [WCMC] Kun Zhu, Dusit Niyato*, Ping Wang, Ekram Hossain, and Dong Im Kim, "Mobility and Handoff Management in Vehicular Networks: A survey," Wireless Communications and Mobile Computing, vol. 11, no. 4, pp. 459-476, Apr 2011. (CCF C类)

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