職稱:副研究員 | |
辦公室:無線谷A1342 | |
辦公電話:+86-(0)25-52091635(轉1342) | |
Email:junlingli@seu.edu.cn | |
學習經曆: | |
2016年5月– 2020年5月加拿大滑鐵盧大學,BBCR實驗室,電子與計算機工程,博士 2013年9月– 2016年3月北京郵電大學,信息與通信工程,碩士 2009年9月– 2013年7月天津大學,電子信息工程,學士 | |
工作經曆: | |
2020年5月– 2022年8月深圳市人工智能與機器人研究院、滑鐵盧大學、香港中文大學(深圳):國際聯合博士後(合作導師:沈學民教授,黃建偉教授) 2022年8月– 至今beat365正版唯一,beat365正版唯一、移動通信國家重點實驗室,副研究員 | |
教授課程: | |
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研究方向: | |
l AI使能的6G無線信道測量與建模,空天地一體化網絡 l 多智能體強化學習 l 數字孿生,博弈論,軟件定義網絡(SDN, 網絡功能虛拟化(NFV) | |
學術兼職: | |
· 現任通信領域國際期刊Wireless Networks編委,IEEE 會員。 · 現/曾擔任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 等多個國際會議程序委員會成員 · IEEE JSAC,IEEE TWC, IEEE IOTJ, IEEE TII, IEEE TNSE在内的十多個國際權威SCI期刊審稿人。 | |
代表性學術成果: | |
學術論文: [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 [高被引論文,中科院分區1區Top,影響因子: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. [中科院分區1區Top,影響因子: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. [中科院分區1區Top,影響因子: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. [中科院分區2區,影響因子:4.574,入選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 [中科院分區1區Top,影響因子: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 [中科院分區1區Top,影響因子: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. [中科院分區1區Top,影響因子: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. [中科院分區1區Top,影響因子: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. [中科院分區1區Top,影響因子: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. [中科院分區2區Top,影響因子:5.379, 入選 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. [中科院分區1區Top,影響因子: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. [中科院分區2區,影響因子: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. [中科院分區2區,影響因子: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. [中科院分區1區Top,影響因子:8.808, 入選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.[中科院分區4區,影響因子: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
會議論文: [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. (最佳論文獎) [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類會議) [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類會議) [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類會議) [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類會議) [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類會議) [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類會議) [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類會議)
書籍章節: [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.
專利: [1]”一種能量感知型分布式分簇路由協議設計方法”,李俊伶,劉丹譜,尹長川,羅濤,郝建軍,郭一珺,授權号:No. CN105472690B。 [2] “一種基于群體博弈的多智能體交互方法及系統”, 李俊伶; 柯舒麒; 黃建偉, 2022-2-25, CN202210181564.4. | |
歡迎對信道測量與建模、機器學習、博弈論、數字孿生等方向感興趣的本科同學加入課題組進行科研訓練和畢業設計!課題組常年招收碩士、博士研究生,歡迎報考,并提供機會至國外知名大學交流訪問! |