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]

News

[26 July 2021] We have one paper accepted by IEEE Transactions on Wireless Communications.

[20 May 2021] We have one paper accepted by IEEE Transactions on Green Communications and Networking.

[2 Mar 2021] We have one paper accepted by IEEE Internet of Things Journal.

[17 Feb 2021] We have one paper accepted by IEEE Transactions on Computational Soical Systems.

[31 Jan 2021] We have one paper accepted by IEEE Internet of Things Journal.

[05 Jan 2021] We have one paper accepted by IEEE Transactions on Cognitive Communications and Networking.

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) Ping Wang 教授。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CCF 网络与数据通信专委会委员,江苏省网络与分布计算专委会副主任。主要研究方向包括自主决策技术、智能网络与计算、异构无线网络、资源管理、车联网辅助智慧交通。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六十余篇,Google Scholoar引用1000余次。担任多个期刊编辑与客座编辑,担任GLOBECOM等会议TPC成员。2015年入选江苏特聘教授,2018年入选南航长空之星人才计划、南航杰出人才培养计划,获得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、江苏省优秀青年基金等各类项目12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. [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, Early access, DOI: 10.1109/TWC.2021.3102626, 2021 (CCF B,IF 6.779,中科院1区)

  2. [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 , Early access, DOI: 10.1109/TGCN.2021.3102660, 2021.

  3. [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, Early access, DOI: 10.1109/TCCN.2021.3051326, 2021. (IF 4.574,中科院2区)

  4. [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.

  5. [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)

  6. [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)

  7. [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)

  8. [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)

  9. [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.

  10. [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,IF 5.112,中科院2区)

  11. [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)

  12. [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. (CCF B,IF 6.779,中科院1区)

  13. [ESWA] S. Han, K. Zhu*, and R. Wang, "Improvement of evolution process of dandelion algorithm with extreme learning machine for global optimization problems," Expert Systems with Applications, vol. 163, pp. 1-19, Jan 2021. (IF 5.452,中科院1区)

  14. [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,IF 5.112,中科院2区)

  15. [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, Early access, DOI: 10.1109/TMC.2020.3021416, 2020. (CCF A类,IF 5.112,中科院2区).

  16. [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, Early access, DOI: 10.1109/TMC.2020.3017646, 2020. (CCF A类,IF 5.112,中科院2区).

  17. [TSMCS] S. Han, K. Zhu*, and M. Zhou, "Competition-driven Dandelion Algorithms with Historical Information Feedback," IEEE Transactions on Systems, Man and Cybernetics: Systems, Early access, DOI: 10.1109/TSMC.2020.3010052, 2020. (CCF B类,IF 9.309,中科院1区)

  18. [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. (CCF B类,IF 5.646,中科院1区)

  19. [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. (CCF B类,IF 6.779,中科院1区)

  20. [KBS] S. Han and K. Zhu*, Fusion with Distance-Aware Selection Strategy for Dandelion Algorithm, Knowledge Based Systems, vol. 205, Oct 2020. (IF 5.921,中科院1区)

  21. [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)

  22. [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)

  23. [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 4.574,中科院2区)

  24. [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)

  25. [WCMC'18] 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)

  26. [WCMC'18] 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)

  27. [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.

  28. [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)

  29. [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)

  30. [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)

  31. [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)

  32. [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)

  33. [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)

  34. [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)

  35. [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. [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)

  2. [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)

  3. [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)

  4. [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)

  5. [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)

  6. [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)

  7. [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)

  8. [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)

  9. [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)

  10. [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)

  11. [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)

  12. [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)

  13. [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)

  14. [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)

  15. [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)

  16. [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)

  17. [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.

  18. [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.

  19. [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)

  20. [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)

  21. [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)

  22. [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)

  23. [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)

  24. [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)

  25. [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)

  26. [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.

  27. [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)

  28. [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)

  29. [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)

  30. [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)

  31. [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.

  32. [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)

  33. [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)

  34. [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)

  35. [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.

  36. [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)

  37. [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)

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

  39. [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.

  40. [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)

  41. [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)

Projects

Professional Services

TPC Member:

Journal Reviewer:

Coursework