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李俊伶,东南大学信息科学与工程学院副研究员。主要研究方向包括AI使能的6G无线信道测量与建模、多智能体强化学习、数字孪生网络、博弈论、软件定义网络、网络功能虚拟化、智能管控、空天地一体化网络。2013年本科毕业于天津大学电子信息工程学院,2016年硕士毕业于北京邮电大学信息与通信工程学院,2020年博士毕业于加拿大滑铁卢大学电子与计算机工程专业,导师为IEEE Fellow、加拿大三院院士、中国工程院外籍院士 Xuemin (Sherman) Shen教授。曾获得ICCC’2019最佳论文奖、国际博士奖学金、Jon Mark通信领域研究生奖学金、最佳演讲者奖、天津大学优秀毕业生、北京市优秀毕业生等奖项。2020年5月到2022年8月任职深圳市人工智能与机器人研究院和滑铁卢大学国际联合博士后,香港中文大学(深圳)理工学院兼职博士后。博后合作导师为IEEE Fellow、长江学者黄建伟教授和Xuemin (Sherman)Shen教授。2022年8月起入职东南大学信息科学与工程学院,移动通信全国重点实验室,担任22级本科D11221班班主任。
本人在人工智能、算法设计、网络性能优化、分析与验证、系统建模与仿真等方面取得了一系列研究成果,在相关领域发表高质量SCI/EI收录论文近30篇,包括IEEE TMC, IEEE JSAC, IEEE TII, IEEEIOTJ, IEEE TVT,IEEE TCCN, IEEE WCM, IEEE Network等国际权威SCI期刊,以及IEEE GLOBECOM,IEEE ICC等国际顶级会议。其中以第一作者/通信作者的身份发表SCI 期刊论文8篇(含中科院一区Top期刊6篇,中科院二区期刊1篇);以第一作者发表JCR Q1论文5篇(一篇为高被引论文),EI会议论文6篇,1篇获最佳论文奖(第一作者,<1%的获奖率)。所发表论文入选IEEE Best Readings 1篇,相应期刊Popular Articles 3篇。另发表书籍章节3章,获中国授权专利1项。谷歌引用总计1165余次(h index 为17)。目前/曾主持广东省基础与应用基础研究基金区域联合基金青年基金项目1项(10万,省部级),浙江大学国家重点实验室开放课题1项(2.14万),深圳市人工智能与机器人研究院探索型项目1项(50万,已结题), 参与加拿大国家自然科学基金1项。现担任国际期刊Wireless Networks编委,IEEE 会员,中国通信学会高级会员。现/曾担任IEEE ICC”22 分会场主席;IEEE ICCC’23 Workshop的publicity chair。CANAI’23, IEEE ICC'23, ICC'22, IPCCC'22, IPCCC'21,ICC'21, ICNC'20, INFOCOM WKSHPS'22, ITC'34, ITC'33, VTC-Fall'20, VTC-Spring'20 等多个国际会议程序委员会成员, 及IEEE JSAC,IEEE TWC, IEEE IOTJ, IEEE TII, IEEE TNSE等十多个国际权威SCI期刊审稿人。
欢迎对信道测量与建模、机器学习、博弈论、数字孪生等方向感兴趣的本科同学加入课题组进行科研训练和毕业设计!课题组常年招收硕士、博士研究生,欢迎报考,并提供机会至国外知名大学交流访问!
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学术论文:
[J1] J. Li, W. Shi, H. Wu, S. Zhang, and X. Shen, “Cost-Aware Dynamic SFC Mapping and Scheduling in SDN/NFV-Enabled Space-Air-Ground Integrated Networks for Internet of Vehicles," IEEE Internet of Things Journal (IOTJ), vol. 9, no. 8, pp. 5824-5838, Apr. 2022 [高被引论文,中科院分区1区Top,影响因子:9.936]
[J2] J. Li, W. Shi, Q. Ye, N. Zhang, W. Zhuang, and X. Shen, “Multi-SFC Embedding with End-to-End Delay-Guarantee: A Game Theoretical Approach," IEEE Internet of Things Journal (IOTJ), vol. 8, no. 14, pp. 11219-11232, July 2021. [中科院分区1区Top,影响因子:9.936]
[J3] J. Li, W. Shi, P. Yang, Q. Ye, X. Shen, X. Li, and J. Rao, “A Hierarchical Soft RAN Slicing Framework for Differentiated Service Provisioning," IEEE Wireless Communications (WCM), vol. 27, no. 6, pp. 90-97, Dec. 2020. [中科院分区1区Top,影响因子:11.391]
[J4] J. Li, W. Shi, N. Zhang, and X. Shen, “Delay-Aware VNF Scheduling: A Reinforcement Learning Approach with Variable Action Set," IEEE Transactions on Cognitive Communications and Networking (TCCN), vol. 7, no. 1, pp. 304-318, Mar. 2021. [中科院分区2区,影响因子:4.574,入选TCCN Popular Articles]
[J5] J. Li, W. Shi, Q. Ye, S. Zhang, W. Zhuang, and X. Shen, “Joint Virtual Network Topology Design and Embedding for Cybertwin-Enabled 6G Core Networks," IEEE Internet of Things Journal (IOTJ), vol. 8, no. 22, pp. 16313-16325, Nov. 2021 [中科院分区1区Top,影响因子:9.936]
[J6] W. Shi, J. Li*, P. Yang, Q. Ye, W. Zhuang, X. Shen, and X. Li, "Two-level Soft RAN Slicing for Customized Services in 5G-and-beyond Wireless Communications," IEEE Transactions on Industrial Informatics (TII), vol. 18, no. 6, pp.4169-4179, Jun. 2022 [中科院分区1区Top,影响因子:9.112]
[J7] W. Shi, J. Li*, H. Wu, C. Zhou, N. Cheng, and X. Shen, "Drone-cell Trajectory Planning and Resource Allocation for Highly Mobile Networks: A Hierarchical DRL Approach," IEEE Internet of Things Journal (IOTJ), vol. 8, no. 12, pp. 9800-9813, Jun. 2021. [中科院分区1区Top,影响因子:9.936]
[J8]H. Wu, J. Chen, C. Zhou, J, Li*, and X. Shen, "Learning-Based Joint Resource Slicing and Scheduling in Space-Terrestrial Integrated Vehicular Networks," Journal of Communications and Information Networks (JCIN), vol. 6, no. 3, pp. 208-223, Sep. 2021.
[J9] S. Zhang, B. Luo, J. Li, W. Shi, and X. Shen, "Hierarchical Soft Slicing to Meet Multi-Dimensional QoS Demand in Cache-Enabled Vehicular Networks," IEEE Transactions on Wireless Communications (TWC), vol. 19, no. 3, pp. 2150-2162, Jan. 2020. [中科院分区1区Top,影响因子:6.779]
[J10] O. Alhussein, P. T. Do, Q. Ye, J. Li, W. Shi, W. Zhuang, X. Shen, X. Li, and J. Rao, "A Virtual Network Customization Framework for Multicast Services in 5G Core Networks," IEEE Journal on Selected Areas in Communications (JSAC), vol. 38, no. 6, pp. 1025-1039, April. 2020. [中科院分区1区Top,影响因子:11.42]
[J11] W. Shi, J. Li, N. Cheng, F. Lyu, S. Zhang, H. Zhou, and X. Shen, "Multi-Drone 3D Trajectory Planning and Scheduling in Drone Assisted Radio Access Networks," IEEE Transactions on Vehicular Technology (TVT), vol. 68, no. 8, pp. 8145-8158, Aug. 2019. [中科院分区2区Top,影响因子:5.379, 入选 IEEE Best Readings]
[J12] S. Zhang, W. Quan, J. Li, W. Shi, P. Yang, and X. Shen, "Air-Ground Integrated Vehicular Network Slicing with Content Pushing and Caching," IEEE Journal on Selected Areas in Communications (JSAC), vol. 36, no. 9, pp. 2114-2127, Oct. 2018. [中科院分区1区Top,影响因子:11.42]
[J13] W. Shi, J. Li, W. Xu, H. Zhou, N. Zhang, S. Zhang, and X. Shen "Multiple Drone-Cell Deployment Analyses and Optimization in Drone Assisted Radio Access Networks," IEEE Access (invited paper), vol. 6, pp. 12518-12529, 2018. [中科院分区2区,影响因子:3.745]
[J14] Q. Ye, J. Li, K. Qu, W. Zhuang, X. Shen, X. Li, "End-to-End Quality of Service in 5G Networks: Examining the Effectiveness of a Network Slicing Framework," IEEE Vehicular Technology Magazine (MVT), vol. 13, no. 2, pp. 65-74, 2018. [中科院分区2区,影响因子:7.921]
[J15] W. Shi, H. Zhou, J. Li, W. Xu, N. Zhang, and X. Shen, "Drone Assisted Vehicular Networks: Architecture, Challenges, and Opportunities," IEEE Network, vol. 32, no. 3, pp. 130-137, 2018. [中科院分区1区Top,影响因子:8.808, 入选IEEE Network Popular Articles]
[J16] Z Hu, D Wang, Z Li, J Li, and Y Gao, "Delta compression optimization for UAV-enabled mobile edge caching," IET Communications, vol. 14, no. 15, pp. 2500-2508, 2020.[中科院分区4区,影响因子:1.664]
[J17] M Chen, W Liu, N Zhang, J Li, Y Ren, M Yi, and A Liu, “GPDS: A multi-agent deep reinforcement learning game for anti-jamming secure computing in MEC network”, Expert Systems with Applications , vol.210, pp.118394.2022
会议论文:
[C1] J. Li, W. Shi, N. Zhang, and X. Shen, "Reinforcement Learning Based VNF Scheduling with End-to-End Delay Guarantee," IEEE ICCC' 19 | IEEE/CIC International Conference on Communications in China, Aug. 2019, pp. 572-577. (最佳论文奖)
[C2] J. Li, W. Shi, P. Yang, and X. Shen, "On Dynamic Mapping and Scheduling of Service Function Chains in SDN/NFV-Enabled Networks," IEEE GLOBECOM' 19 | IEEE Global Communications Conference, Dec. 2019. (CCF C类会议)
[C3] J. Li, W. Shi, Q. Ye, W. Zhuang, X. Shen, and X. Li, "Online Joint VNF Chain Composition and Embedding for 5G networks," IEEE GLOBECOM' 18 | IEEE Global Communications Conference, Abu Dhabi, UAE, Dec. 9-13, 2018. (CCF C类会议)
[C4] J. Li, N. Zhang, Q. Ye, W. Shi, W. Zhuang, and X. Shen, "Joint Resource Allocation and Online Virtual Network Embedding for 5G Networks," IEEE GLOBECOM' 17 | IEEE Global Communications Conference, Singapore, Dec. 4-8, 2017. (CCF C类会议)
[C5] J. Li and D. Liu, "An Energy-Aware Distributed Clustering Routing Protocol for Energy Harvesting Wireless Sensor Networks," IEEE ICCC'16, Jul. 2016, pp. 1-6.
[C6] J. Li and D. Liu, "DPSO-based Clustering Routing Algorithm for Energy Harvesting Wireless Sensor Networks," IEEE WCSP'15, Oct. 2015, pp. 1-5.
[C7] W. Shi, J. Li, N. Cheng, F. Lyu, Y. Dai, H. Zhou, and X. Shen, "3D Multi-Drone-Cell Trajectory Design for Efficient IoT Data Collection," IEEE ICC' 19 | IEEE International Conference on Communications, May 2019, pp. 1-6. (CCF C类会议)
[C8] O. Alhussein, T.P. Do, J. Li, Q. Ye, W. Shi, W. Zhuang, X. Shen, X. Li, and J. Rao, "Joint VNF Placement and Multicast Traffic Routing in 5G Core Networks," IEEE GLOBECOM' 18| IEEE Global Communications Conference, Abu Dhabi, UAE, Dec. 9-13, 2018. (CCF C类会议)
[C9] W. Shi, J. Li, W. Xu, H. Zhou, N. Zhang, and X. Shen, "3D Drone-cell Deployment Optimization for Drone Assisted Radio Access Networks," IEEE ICCC'17, Oct. 2017, pp. 1-6.
[C10] N. Chen, M. Li, M. Wang, Z. Su, J. Li, and X. Shen, "A Dynamic Pricing Based Scheduling Scheme for Electric Vehicles as Mobile Energy Storages", IEEE ICC'21, Jun. 2021. (CCF C类会议)
[C11] Q Huang, Y Liu, P Sun, J Li, and J Xu, “Cooperative Carbon Emission Trading: A Coalitional Game Approach” IEEE SmartGridComm’22. 2022. (CCF C类会议)
书籍章节:
[U1] J. Li, W. Shi, and N. Zhang, "Resource Allocation in SDN/NFV-Enabled 5G Networks," Encyclopedia of Wireless Networks, Springer, published, 2019.
[U2] J. Li and W. Shi, "Cooperative Cognitive Radio Networks," Encyclopedia of Wireless Networks, Springer, published, 2019.
[U3] W. Shi, J. Li, and N. Zhang, "Resource Allocation in UAV-Aided Wireless Networks," Encyclopedia of Wireless Networks, Springer, published, 2019.
专利:
[1]”一种能量感知型分布式分簇路由协议设计方法”,李俊伶,刘丹谱,尹长川,罗 涛,郝建军,郭一珺,授权号:No. CN105472690B。
[2] “一种基于群体博弈的多智能体交互方法及系统”, 李俊伶; 柯舒麒; 黄建伟, 2022-2-25, CN202210181564.4.
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