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

[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.

[20 Dec 2023] 团队获得全国大学生机器人大赛三等奖

[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、CCF 网络与数据通信专委会委员。主要研究方向包括自主决策技术、智能化无线网络、边缘智能、网络化无人系统。在IEEE JSAC、TMC、TWC、TCOM、TCCN、TSMCS、IoTJ 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4000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十余项。

Research Interests

Honors

Publications

Book Chapters

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

  2. P. Semasinghe, K. Zhu, E. Hossain, and A. 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 Journal Papers （* 通信作者）

  1. [TMC] S. Han, X. Liu, M. Zhou, K. Zhu, L. Zhao, A. Albeshri, and A. Abusorrah, "Joint Association, Deployment and Flight Trajectory Optimization for Multi-UAV-enabled Large-Scale Mobile Edge Computing," IEEE Transactions on Mobile Computing, accepted. (CCF A类)

  2. [TMC] H. Qiu, K. Zhu*, D. Niyato, and B. Tang, "Resilient, Secure and Private Coded Distributed Convolution Computing for Mobile-Assisted Metaverse," IEEE Transactions on Mobile Computing, accepted. (CCF A类)

  3. [TCC] H. Qiu, K. Zhu*, and D. Niyato, "Secure and Flexible Coded Distributed Matrix Multiplication Based on Edge Computing for Industrial Metaverse," IEEE Transactions on Cloud Computing, accepted. (IF 6.8)

  4. [TCCN] H. Qiu, K. Zhu*, N. Luong, D. Niyato, and Q. Wu, "Coded Distributed Computing for Resilient, Secure and Private Matrix-Vector Multiplication in Edge-Enabled Metaverse," IEEE Transactions on Cognitive Communications and Networking, accepted. (IF 8.6，中科院1区)

  5. [IoTJ] C. Liu, K. Zhu*, C. Tao, B. Chen, and Y. Zhao, "UAV-Assisted Active Sparse Crowdsensing for Ground Signal Map Construction Based on 3D Spatial-Temporal Correlation," IEEE Internet of Things Journal, accepted. (IF 9.936，中科院1区)

  6. [TMC] J. Ji, L. Cai, K. Zhu, and D. 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, 2024. (CCF A类)

  7. [TMC] J. Ji, X. Ren, L. Cai, and K. Zhu, "Downlink Scheduler for Delay Guaranteed Services Using Deep Reinforcement Learning," IEEE Transactions on Mobile Computing, vol. 23, no. 4, pp. 3376-3390, 2024. (CCF A类)

  8. [TITS] J. Wang, K. Zhu, P. Dai, and Z. 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, 2024. (IF 6.492，中科院1区)

  9. [TSC] M. Teng, X. Li, and K. 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, 2024. (IF 3.8)

  10. [TMC] C. Dai K. Zhu*, and E. 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, October 2023. (CCF A类)

  11. [TMC] J. Ji, K. Zhu*, and L. 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, October 2023. (CCF A类)

  12. [TKDE] S. Han, K. Zhu*, M. Zhou, H. Alhumade, and A. 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, September 2023. (CCF A类)

  13. [TWC] Y. Xu, K. Zhu*, H. Xu, and J. 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, September 2023. (中科院1区)

  14. [TMC] Y. Zhao, C. Liu, K. Zhu*, S. Zhang, and J. Wu, GSMAC: GAN-based Signal Map Construction with Active Crowdsourcing, IEEE Transactions on Mobile Computing, vol. 22, no. 4, pp. 2190 - 2204, April 2023. (CCF A类)

  15. [TCYB] S. Han, K. Zhu*, M. Zhou, and X. 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)

  16. [IoTJ] K. Zhu, Z. Tu, J. Nie*, Y. Zhang, Z. Xiong, H. Dai, and J. 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, April 2023. (IF 9.936，中科院1区)

  17. [TCOM] T. Zhang, K. Zhu*, S. Zheng, D. Niyato, and N. C. 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, January 2023. (中科院1区)

  18. [JSAC] K. Zhu, J. Liang, J. Li, and C. 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)

  19. [COMST] T. Li, K. Zhu*, N. Luong, D. Niyato, Q. Wu, Y. Zhang, and B. 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)

  20. [TCCN] X. Tu, K. Zhu*, N. Luong, D. Niyato, Y. Zhang, and J. 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, Sept 2022. (IF 8.6，中科院1区)

  21. [TITS] K. Zhu, Y. Zhou, C. Yi, and R. 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)

  22. [TITS] S. Han, K. Zhu*, M. Zhou, and X. 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)

  23. [JAS] S. Han, K. Zhu*, M. Zhou, "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, August 2022. (自动化学报英文版，IF 6.171，中科院1区)

  24. [TGCN] K. Zhu, J. Yang, Y. Zhang, J. Nie*, W. Lim, H. Zhang, and Z. 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, Sept 2022.

  25. [TSMCS] S. Han, K. Zhu*, M. Zhou, and X. 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)

  26. [TMC] C. Yi, J. Cai, T. Zhang, K. Zhu, B. Chen, and Q. Wu, "Workload Re-Allocation for Edge Computing with Server Collaboration: A Cooperative Queueing Game Approach," IEEE Transactions on Mobile Computing, Early access, DOI: 10.1109/TMC.2021.3128887. (CCF A类)

  27. [TWC] V. Nguyen, N. Luong, S. Feng, H. T. Nguyen, K. Zhu, T. Luong, D. Niyato, "Dynamic Network Service Selection in Intelligent Reflecting Surface-Enabled Wireless Systems: Game Theory Approaches," IEEE Transactions on Wireless Communications, Early access, DOI: 10.1109/TWC.2022.3144403 (IF 6.779，中科院1区)

  28. [IoTJ] Y. Shi, C. Yi, B. Chen, C. Yang, K. Zhu, and J. Cai, "Joint Online Optimization of Data Sampling Rate and Preprocessing Mode for Edge-Cloud Collaboration Enabled Industrial IoT," IEEE Internet of Things Journal, Early access, DOI: 10.1109/JIOT.2022.3150386. (IF 9.936，中科院1区)

  29. [TWC] C. Dai, K. Zhu*, Z. Li, and E. 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)

  30. [TCCN] H. Qiu, K. Zhu*, L. Nguyen, C. Yi, D. Niyato, and D. I. 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, 2022.(IF 8.6，中科院1区)

  31. [TGCN] J. Wang, K. Zhu*, and E. 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, March 2022.

  32. [TWC] T. Zhang, K. Zhu*, J. Wang, and Z. 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)

  33. [TWC] K. Zhu*, L. Li, Y. Xu, and T. Zhang, "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, Feburay 2022. (IF 6.779，中科院1区)

  34. [TVT] J. Wang, K. Zhu*, B. Chen, and Z. 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, January 2022. (IF 5.978, 中科院2区)

  35. [TMC] C. Dai, K. Zhu*, C. Yi, and E. 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, March 2022. (CCF A类)

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

  37. [TGCN] K. Zhu*, L. Xu, and D. 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, December 2021 (Invited paper).

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

  39. [TCCN] T. Zhang, K. Zhu*, and D. 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, Sept 2021. (IF 8.6，中科院1区)

  40. [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.

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

  42. [TOSN] X. Chang, G. Li, G. Xing, K. Zhu*, and L. 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, June 2021. (CCF B)

  43. [IoTJ] J. Ji, K. Zhu*, C. Yi, and D. 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)

  44. [IoTJ] X. Chang, J. Dai, Z. Zhang, K. Zhu*, and G. Xing, "RF-RVM: Continuous Respiratory Volume Monitoring With COTS RFID Tags," IEEE Internet of Things Journal, vol. 8, no. 16, pp. 12892-12901, March 2021. (IF 9.936，中科院1区)

  45. [TCSS] S. Han, K. Zhu*, and M. Zhou, "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, March 2021.

  46. [TMC] X. Zhai, X. Liu*, C. Zhu, K. Zhu, and B. 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, March 2021. (CCF A类)

  47. [IoTJ] J. Ji, K. Zhu*, D. Niyato, and R. 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)

  48. [TWC] T. Zhang, K. Zhu*, and J. 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)

  49. [TMC] C. Yi, J. Cai, K. Zhu*, and R. Wang, "A Queueing Game Based Management Framework for Fog Computing with Strategic Computing Speed Control," IEEE Transactions on Mobile Computing, Early access, DOI: 10.1109/TMC.2020.3026194, 2020. (CCF A类)

  50. [TMC] K. Zhu*, Y. Xu, J. Qian, and D. 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, April 2022. (CCF A类)

  51. [TCOM] J. Ji, K. Zhu*, D. Niyato, and R. Wang, "Probabilistic Cache Placement in UAV-assisted Networks with D2D Connections: Performance Analysis and Trajectory Optimization," IEEE Transactions on Communications, vol. 68, no. 10, Oct. 2020. (IF 5.646，中科院1区)

  52. [TWC] J. Ji, K. Zhu*, D. Niyato, and R. 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, Aug. 2020. (IF 6.779，中科院1区)

  53. [CL] M. Chen, K. Zhu*, R. Wang, and D. Niyato, Active Learning Based Fault Diagnosis in Self-organizing Cellular Networks, IEEE Communications Letters, vol. 24, no. 8, Aug. 2020. (IF 3.419，中科院2区)

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

  55. [TCCN] C. Dai, K. Zhu* , R. Wang, and B. 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, Dec 2019. (IF 8.6，中科院1区)

  56. [IoTJ] J. Xu, J. Li, S. Gong*, K. Zhu, and D. Niyato, "Passive Relaying Game for Wireless Powered Internet of Things in Backscatter-Aided Hybrid Radio Networks," IEEE Internet of Things Journal, 2019. (IF 9.936，中科院1区)

  57. [WCMC] J. Ji, K. Zhu*, R. Wang, B. Chen, and C. Dai, "Energy efficient caching in backhaul-aware cellular networks with dynamic content popularity," Wireless Communications and Mobile Computing, 2018. (CCF C类)

  58. [WCMC] L. Xu, K. Zhu*, R. Wang, and S. Gong, "Performance Analysis of RF-Powered Cognitive Radio Networks with Integrated Ambient Backscatter Communications," Wireless Communications and Mobile Computing, 2018. (CCF C类)

  59. [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.

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

  61. [TCOM] K. Zhu, E. 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, February 2015. (CCF B类，IF 5.646，中科院1区)

  62. [TWC] K. Zhu and E. 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, March 2015. (CCF B类，IF 6.779，中科院1区)

  63. [TMC] P. Semasinghe, E. Hossain*, and K. 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, February 2015. (CCF A类，IF 5.112，中科院2区)

  64. [TMC] K. Zhu, E. Hossain*, and D. Niyato, "Pricing, Spectrum Sharing, and Service Selection in Two-Tier Small Cell Networks," IEEE Transactions on Mobile Computing, vol. 13, no. 8, pp. 1843-1856, August 2014. (CCF A类，IF 5.112，中科院2区)

  65. [JSAC] K. Zhu, D. Niyato*, and P. 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, October 2012. (CCF A类，IF 11.42，中科院1区)

  66. [TWC] K. Zhu, D. Niyato*, P. Wang, and Z. 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, March 2012. (CCF B类，IF 6.779，中科院1区)

  67. [WCMC] K. Zhu, D. Niyato*, P. Wang, E. Hossain, and D. I. Kim, "Mobility and Handoff Management in Vehicular Networks: A survey," Wireless Communications and Mobile Computing, vol. 11, no. 4, pp. 459-476, April 2011. (CCF C类)

Conference Papers

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

  2. [WCNC'24] Zishang Chen, Juan Li, Kun Zhu and Changyan Yi, "Model Selection Based on DRL: Improving Personal Model Performance in Federated Learning," in Proceedings of IEEE WCNC 2024. (CCF C类)

  3. [WCNC'24] Jiabin Yuan, Ming Chen, and Kun Zhu, "A NFV Technology with Expanded Wireless Communication Emulation Function," in Proceedings of IEEE WCNC 2024. (CCF C类)

  4. [WCNC'24] Xiaolan Lu, Kun Zhu, Juan Li and Yang Zhang, "Efficient Knowledge Base Synchronization in Semantic Communication Network: A Federated Distillation Approach," in Proceedings of IEEE WCNC 2024. (CCF C类)

  5. [WCNC'24] Kai Li and Kun Zhu, "Performance-impact Based Distributed Task Rescheduling for Multi-UAV Multi-Task Scenarios," in Proceedings of IEEE WCNC 2024. (CCF C类)

  6. [WCNC'24] Kai Li and Kun Zhu, "Performance-impact Based Distributed Task Rescheduling for Multi-UAV Multi-Task Scenarios," in Proceedings of IEEE WCNC 2024. (CCF C类)

  7. [WCNC'22] Chen Dai Kun Zhu*, and Ekram Hossain, "Multi-Agent Deep Reinforcement Learning for Full-Duplex Multi-UAV Networks," in Proceedings of IEEE WCNC 2022. (CCF C类)

  8. [WCNC'22] Hu Xu, Jiequ Ji, Kun Zhu*, and Ran Wang, "Reinforcement Learning for Trajectory Design in Cache-enabled UAV-assisted Cellular Networks," in Proceedings of IEEE WCNC 2022. (CCF C类)

  9. [HPCC'21] Jian Chen, Kun Zhu*, "FIT: Fairness-Aware Intelligent Traffic Signal Control with Deep Reinforcement Learning", in Proceedings of HPCC, 2021. (CCF C类)

  10. [GLOBECOM'21] H. Wang, R. Wang, H. Xu, K. Zhu, C. Yi, and D. Niyato, Multi-objective Mobile Charging Scheduling on the Internet of Electric Vehicles: a DRL Approach, in Proceedings of IEEE GLOBECOM 2021. (CCF C类)

  11. [WASA'21] J. Yang, K. Zhu*, X. Zhu, and J. Wang, "Learning-based Aerial Charging Scheduling for UAV-based Data Collection ," in Proceedings of WASA 2021. (CCF C类)

  12. [WASA'21] M. Xiong, C. Yi, and K. Zhu*, "Vehicular Path Planning for Balancing Traffic Congestion Cost and Fog Computing Reward: A Routing Game Approach," in Proceedings of WASA 2021. (CCF C类)

  13. [WASA'21] H. Xu, J. Ji, K. Zhu*, and R. Wang, "Deep Reinforcement Learning for Resource Allocation in Multi-Platoon Vehicular Networks," in Proceedings of WASA 2021. (CCF C类)

  14. [WCNC'21] A. Zhang K. Zhu*, R. Wang, and C. Yi, "Missing Data Inference for Crowdsourced Radio Map Construction: An Adversarial Auto-Encoder Method," in Proceedings of IEEE WCNC 2021. (CCF C类)

  15. [GLOBECOM'20] C. Tao, K. Zhu*, B. Chen, and Y. Zhao, UAV-Assisted Ground Signal Map Construction based on 3-D Spatial Correlation, in Proceedings of IEEE GLOBECOM 2020. (CCF C类)

  16. [GLOBECOM'20] J. Ji, K. Zhu*, C. Yi, R. Wang, and D. Niyato, Joint Resource Allocation and Trajectory Design for UAV-assisted Mobile Edge Computing Systems, in Proceedings of IEEE GLOBECOM 2020. (CCF C类)

  17. [GLOBECOM'20] C. Xu, K. Zhu*, C. Yi, and R. Wang, Data Pricing for Blockchain-based Car Sharing: A Stackelberg Game Approach, in Proceedings of IEEE GLOBECOM 2020. (CCF C类)

  18. [GLOBECOM'20] A. Ji, R. Wang, K. Zhu, Z. Xiong, and D. Niyato, Peer Effect-based Demand Response in Smart Grid: A Game Theoretical Approach, in Proceedings of IEEE GLOBECOM 2020. (CCF C类)

  19. [WASA'20] Z. Tu, K. Zhu*, C. Yi, and R. Wang, Blockchain-based Privacy-preserving Dynamic Spectrum Sharing, in Proceedings of WASA, 2020. (CCF C类)

  20. [ICC'20] J. Ji, K. Zhu*, D. Niyato, and R. Wang, Joint Cache and Trajectory Optimization for Secure UAV-relaying with Underlaid D2D Communications, in Proceedings of IEEE ICC, 2020. (CCF C类)

  21. [ICC'20] C. Xu, K. Zhu*, R. Wang, and Y. Xu, Dynamic Selection of Mining Pool with Different Reward Sharing Strategy in Blockchian Networks, in Proceedings of IEEE ICC, 2020. (CCF C类)

  22. [MSN'19] J. Xu, K. Zhu*, and R. Wang, RF Aerially Charging Scheduling for UAV Fleet : A Q-Learning Approach, in Proceedings of IEEE MSN, 2019. (CCF C类)

  23. [ICPADS'19] J. Qian, K. Zhu*, R. Wang, and Y. C. Zhao, Optimal Auction For Resource Allocation in Wireless Virtualization: A Deep Learning Approach, in Proceedings of IEEE ICPADS, 2019. (CCF C类)

  24. [ICPADS'19] Y. Liu, Y. Zhao, K. Zhu, S. Zhang, and J. Wu, Cost-effective Signal Map Crowdsourcing with Auto-Encoder based Active Matrix Completion, in Proceedings of IEEE ICAPADS, 2019. (CCF C类)

  25. [GLOBECOM'19] S. Li, K. Zhu*,, Y. Xu, R. Wang, and Y. Zhao, Resource Allocation for Mobile Blockchain: A Hierarchical Combinatorial Auction Approach, in Proceedings of IEEE GLOBECOM 2019. (CCF C类)

  26. [SmartgridCom'19] B. Dai, R. Wang, K. Zhu, and J. Hao, A Demand Response Scheme in Smart Grid with Clustering of Residential Customers, in Proceedings of IEEE SmartgridCom Workshop 2019.

  27. [SmartgridCom'19] Y. Deng, K. Zhu*, R. Wang, and Y. Wan, Load Forecasting Based Real-time Detection of False Data Injection Attacks in Smart Grid, in Proceedings of IEEE SmartgridCom Workshop 2019.

  28. [ICPP'19] Y. Liu, Y. Zhao, K. Zhu, S. Zhang, and J. Wu, "AutoEncoder based Active Signal Map Crowdsourcing," in Proceedings of ICPP (Poster) 2019. (CCF B类)

  29. [HPCC'19] N. Wang, K. Zhu*, H. Qian, R. Wang, and Y. Xu, "Matching-based Channel Assignment for Cooperative Sensing in Full-Duplex Cognitive Radio Networks," in Proceedings of IEEE HPCC 2019. (CCF C类)

  30. [ICC'19] C. Dai, K. Zhu*, R. Wang, and Y. Xu, "Decoupled Multiple Association in Full-Duplex Ultra-Dense Networks: An Evolutionary Game Approach," in Proceedings of IEEE ICC 2019. (CCF C类)

  31. [WCNC'19] C. Dai, K. Zhu*, R. Wang, and Y. Xu, "Decoupled Uplink-Downlink User Association in Ultra-Dense Networks: A Contract-Theoretic Approach," in Proceedings of IEEE WCNC 2019. (CCF C类)

  32. [WCNC'19] W. Chen, W. Liu, L. Gao, S. Gong, C. Li, and K. Zhu, "Backscatter-Aided Relay Communications in Wireless Powered Hybrid Radio Networks," in Proceedings of IEEE WCNC 2019. (CCF C类)

  33. [GLOBECOM'18] Y. Zou, W. Liu, S. Gong, K. Zhu，and D. Niyato, "Joint Optimization of Wireless Power Transfer and Collaborative Beamforming for Relay Communications," in Proceedings of IEEE GLOBECOM 2018. (CCF C类)

  34. [GLOBECOM'18] Z. Li, K. Zhu*，R. Wang, and Y. Xu, "Context-Aware Decoupled Multiple Association in Ultra-Dense Networks," in Proceedings of IEEE GLOBECOM 2018. (CCF C类)

  35. [GreenCom'18] J. Ji, K. Zhu*, R. Wang, and J. Hao， "Energy Efficient Caching in Backhaul-aware Ultra-dense Cellular Networks," in Proceedings of IEEE GreenCom 2018.

  36. [ICC'18] X. Zhai, E. Xu, X. Liu, C. Zhu, K. Zhu, and B. Chen, "Adaptive Optimization with Max-min Achievable Rate Fairness in Mobile Cloud Networking," in Proceedings of IEEE ICC 2018. (CCF C类)

  37. [ICC'18] C. Wu, R. Wang, P. Wang, Y. Cao, L. Liu, K. Zhu, and B. Chen, "On the Profit Maximization of Spectrum Investment under Uncertainties in Cognitive Radio Networks," in Proceedings of IEEE ICC 2018. (CCF C类)

  38. [WCNC'18] L. Xu, K. Zhu*, R. Wang, and S. Gong, "Performance Analysis of Ambient Backscatter Communications in RF-Powered Cognitive Radio Networks," in Proceedings of IEEE WCNC 2018. (CCF C类)

  39. [ISPA'17] S. Xia, B. Chen, K. Zhu*, X. Zhai, and S. Gong, "Performance Analysis of Full-Duplex D2D Communications in Multi-tier Heterogeneous Wireless Networks," in Proceedings of IEEE ISPA 2017. (CCF C类)

  40. [WCSP'17] Q. Zhang, Q. Du, K. Zhu*, "User Pairing and Channel Allocation for Full-Duplex Self-Organizing Small Cell Networks," in Proceedings of WCSP 2017.

  41. [GLOBECOM'17] X. Zhang, H. Qian, K. Zhu*, R. Wang, and Y. Zhang, "Virtualization of 5G Cellular Networks: A Combinatorial Double Auction Approach," in Proceedings of IEEE GLOBECOM 2017. (CCF C类)

  42. [GLOBECOM'17] M. Sun, Q. Du, K. Zhu*, and R. Wang, "Ensemble Learning and SMOTE Based Fault Diagnosis System in Mobile Communication Networks," in Proceedings of IEEE GLOBECOM 2017. (CCF C类)

  43. [WCNC'17] K. Zhu*, Z. Cheng, B. Chen, and R. Wang, "Wireless Virtualization as a Hierarchical Combinatorial Auction: an Illustrative Example," in Proceedings of IEEE WCNC 2017. (CCF C类)

  44. [PIMRC'15] Z. Chang*, K. Zhu, Z. Zhou, and T. Ristaniemi, "Service provisioning with multiple service providers in 5G ultra-dense small cell networks," in Proceedings of IEEE PIMRC 2015.

  45. [GLOBECOM'13] P. Semasinghe, K. Zhu, and E. Hossain*, "Distributed Resource Allocation for Self-Organizing Small Cell Networks: An Evolutionary Game Approach," in Proceedings of IEEE GLOBECOM 2013. (CCF C类)

  46. [GLOBECOM'11] K. Zhu, D. Niyato*, and P. Wang, "Dynamic Bandwidth Allocation under Uncertainty in Cognitive Radio Networks," in Proceedings of IEEE GLOBECOM 2011. (CCF C类)

  47. [GAMECOM'11] D. Niyato*, K. Zhu, and P. Wang, "Cooperative Virtual Machine Management for Multi-Organization Cloud Computing Environment," in Proceedings of GAMECOMM 2011.

  48. [CCGrid'11] D. Niyato*, K. Zhu, and A. V. Vasilakos, "Resource and Revenue Sharing with Coalition Formation of Cloud Providers: Game Theoretic Approach," in Proceedings of IEEE CCGrid 2011.

  49. [GLOBECOM'10] K. Zhu, D. Niyato*, and P. Wang, "Optimal Bandwidth Allocation with Dynamic Service Selection in Heterogeneous Wireless Networks," in Proceedings of IEEE GLOBECOM 2010. (CCF C类)

  50. [WCNC'10] K. Zhu, D. Niyato*, and P. Wang, "Network Selection in Heterogeneous Wireless Networks: Evolution with Incomplete Information," in Proceedings of IEEE WCNC 2010. (CCF C类)

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