李俊伶

发布者：何万源发布时间：2023-02-23浏览次数：11743

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职称：副研究员，博导

办公室：无线谷A1342

办公电话：+86-(0)25-52091635（转1342）

Email：junlingli@seu.edu.cn

学习经历：

2022年8月 – 至今 yl23455永利官网，yl23455永利官网、移动通信国家重点实验室，副研究员

2020年5月 – 2022年8月 深圳市人工智能与机器人研究院、滑铁卢大学、香港中文大学（深圳）：国际联合博士后（合作导师：沈学民教授，黄建伟教授）

2016年5月– 2020年 5月 加拿大滑铁卢大学，BBCR实验室，电子与计算机工程，博士

2013年9月– 2016年3月 北京邮电大学，信息与通信工程，硕士

2009年9月– 2013年7月 天津大学，电子信息工程，学士

项目经历:

1.国家自然科学基金青年基金项目，2024.01-2026.12，主持

2.国家自然科学基金重大项目课题，2024.01-2028.12，参与;

3.中国科协青年托举项目，2025.01--2026.12，主持；

4.科技智库青年人才计划课题，2023.06-2023.12，主持，【优秀结题】

5.国家重点研发计划项目课题,2023.12-2026.11, 参与；

6.华为横向项目,2023.09-2024.08，参与;

7.广东省青年基金项目,2021.10-2024.09, 主持

8.浙江大学国家重点实验室开放课题，2022.03-2022.12，主持;

9.深圳市人工智能与机器人研究院探索型焦点型项目,2021.04-2022.03, 主持;

教授课程：

1． B0413350-无线通信系统概论（全英文研讨）

2． B0413300-移动衰落信道建模（全英文研讨）

研究方向：

1. AI使能的6G无线信道测量与建模, 数字孪生在线信道建模，电磁信息论

2. 智能网络通信，空天地一体化网络

3. 多智能体强化学习，博弈论，软件定义网络（SDN）, 网络功能虚拟化（NFV）

学术兼职：

· 入选第十届中国科协青年人才托举工程，中国科协科技智库青年人才，yl23455永利官网紫金青年学者

· 2023年入选yl23455永利官网优秀本科生导师；2024年3S杯全国大学生物联网技术与应用“三创”大赛一等奖（指导教师）、2024年江苏大学生创新创业大赛高教主赛道一等奖（指导教师）、2024年、2025年“华为杯”无线通信算法菁英赛华东赛区二等奖（指导教师）、“兆易创新杯”研电赛全国二等奖（2025）、华东赛区一等奖（2025）、华东赛区二等奖（2024）、华东赛区三等奖（2023）（指导教师）

· IEEE ICC’25最佳论文奖，IEEE ICCC’24 最佳DEMO奖，IEEE ICCT’23 最佳论文奖IEEE ICCC’19 最佳论文奖。

· 现任通信领域国际期刊Wireless Networks编委， IEEE TNSE 客座编委

· 中国通信学会高级会员、中国电子学会通信分会青年委员。

· 现/曾担任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 等多个国际会议程序委员会成员

· IEEE JSAC，IEEE TWC, IEEE IOTJ, IEEE TII, IEEE TNSE在内的十多个国际权威SCI期刊审稿人。

代表性学术成果：

学术论文：

1. J. Li, H. Wu, X. Huang, Q. Huang, J. Huang, and X. Shen, “Towards Reinforcement-Learning-Based Intelligent Network Control in 6G Networks,” IEEE Netw., vol. 37, no.4, pp. 104-111, 2023 [JCR Q1Top，影响因子：6.8]

2. J. Li, C.-X. Wang*, C Huang*, T. Qian, T. Wu, “Digital twin online channel modeling: Challenges, principles, and applications,” IEEE. Veh. Technol. Mag., vol. 20, no. 1, pp. 94-103, March. 2025. [JCR Q1 ，影响因子：5.9]

3. J. Li, H. Zhang, S. Ke, J. Huang, N. Chen, and X. Shen, “Non-Cooperative Multi-Agent Reinforcement Learning Exploiting Population Dynamics,” IEEE Trans. Netw. Sci. Eng., accepted, 2025. [JCR Q1 ，影响因子：7.9]

4. C. Huang, C.-X. Wang*, Z. Li, Z. Qian, W. Zhou, J. Li*（通信作者）, and Y. Miao, “A frequency-domain predictive channel model for 6G wireless MIMO systems based on deep learning,” IEEE Trans. Commun., vol. 72, no. 8, pp. 4887-4902, Aug. 2024. [JCR Q1 ，影响因子：7.2]

5. X. Huang, Y. Tang, J. Li*(通信作者), N. Zhang and X. Shen, "Toward Effective Retrieval Augmented Generative Services in 6G Networks," in IEEE Network, vol. 38, no. 6, pp. 459-467, Nov. 2024. [JCR Q1 ，影响因子：6.8]

6. C. Huang, J. Hou, C. Wu, X. Cong, M, Zhou*, J. Li*(通信作者), D. Hong., "A General Cooperative Optimization Driven High-Frequency Enhancement Framework for Multispectral Image Fusion," in IEEE Transactions on Geoscience and Remote Sensing, vol. 63, pp. 1-14, 2025. [JCR Q1 ，影响因子：7.5]

7. J. Hou, X. Chen, C. Wu, M. Zhou, J. Li*(通讯作者) and D. Hong, "Bilateral Adaptive Evolution Transformer for Multispectral Image Fusion," in IEEE Transactions on Geoscience and Remote Sensing, vol. 63, pp. 1-12, 2025. [JCR Q1 ，影响因子：7.5]

8. 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]

9. 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]

10. 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]

11. 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]

12. 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]

13. W. Shi, J. Li*(通讯作者), 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]

14. W. Shi, J. Li*(通讯作者), 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]

15. H. Wu, J. Chen, C. Zhou, J, Li*(通讯作者), 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.

16. Y. Wu, C.-X. Wang*, C. Huang*, J. Li, L. Zhang, e.-H. M. Aggoune, and Y. Chen, “A novel LoS/NLoS identification-assisted positioning method for 6G indoor MIMO communications,” IEEE Trans. Commun., accepted for publication.  

17. T. Qi, C.-X. Wang*, C. Huang*, J. Shi, J. Li, S. Chen, and e.-H. M. Aggoune, “A novel dynamic channel map based on a hybrid channel model,” IEEE Trans. Veh. Technol., accepted for publication.

18. C.-X. Wang*, J. Li, J. Huang, C. Huang, Z. Zhang, Y. Liu, S. Zhou, Y. Chen, X. You, X. Gao, T. Cui, Marco Di Renzo, John Thompson, Harald Hass, and R. Zhang, “Modeling, capacity studies, antenna and systemdesigns for 6G/B6G 3D continuous-space radio channels enabled by electromagnetic information theory,” IEEE  Commun. Surveys Tuts., early access, 2025, doi: 10.1109/COMST.2025.3562896.  

19. S. Chen, C.-X. Wang*, J. Li, C. Huang, H. Chang, Y. Huang, J. Huang, and Y. Chen, “Channel map-based angle domain multiple access for cell-free massive MIMO communications,” IEEE J. Sel. Top. Signal Process., vol. 19, no. 2, pp. 366-380, Mar. 2025.  

20. Z. Li, C.-X. Wang*, C. Huang*, J. Huang, J. Li, W. Zhou, and Y. Chen, “A GAN-GRU based space-time predictive channel model for 6G wireless communications,” IEEE Trans. Veh. Technol.,  vol. 73, no. 7, pp. 9370-9386, July 2024.

21. 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]

22. 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]

23. 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]

24. 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]

25. 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]

26. 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]

27. 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]

28. 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]

29. 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：

30. J. Hou, Q. Cao, R. Ran, C. Liu, J. Li*, L Deng*, “Bidomain modeling paradigm for pansharpening,” in Proc. ACM MM’23, Ottawa, Canada, Oct. 2023, 347-357. (CCF A类会议)

31. T. Wu, C.-X. Wang*, J. Li*, and C. Huang, “Machine learning-based predictive channel modeling for 6G wireless communications using image semantic segmentation,” in Proc. IEEE PIMRC’23, Toronto, Canada, Sept. 2023.

32. W. Jia, C. Zhu, S. Luo, J. Yang, J. Li*, and C.-X. Wang*, “Swin transformer aided urban digital twin online channel modeling platform,” in Proc. IEEE VTC'25-Fall, Chengdu, China, accepted for publication, 2025.

33. G. Su, J. Li*, T. Wu, Y. Zhou, C. Huang, C.-X. Wang*, and F.-C.Zhen “A novel scenario reconstruction method based on 3D point cloud data and RT channel modeling for 6G indoor communications,” in Proc. IEEE VTC'25-Fall, Chengdu, China, accepted for publication, 2025.

34. S. Xiao, C. Gu, J. Li*, J. Huang, and C.-X. Wang*, “A stochastic framework for radio channel modeling incorporating random antenna arrays,” in Proc. IEEE VTC'25-Spring, Oslo, Norway, June 2025.  

35. Y. Zhou, J. Li*, T. Wu, G. Su, C. Huang, and C.-X. Wang*, “Efficient 3D electromagnetic environment reconstruction with fused data for 6G digital twin online channel modeling,” in Proc. IEEE ICCT'24, Chengdu, China, Oct. 2024.  

36. L. Song, J. Li*, T. Wu, X. Chen, C. Huang, and C.-X. Wang*, “6G dynamic channel map construction based on AI and image processing,” in Proc. IEEE ICCT'24, Chengdu, China, Oct. 2024.  

37. S. Xiao, H. Zhang, M. Yao, C. Cui, J. Li*, C. Huang, and C.-X. Wang*, “Demo: A novel 3D environment-aware digital twin online channel modeling platform,”in Proc. IEEE/CIC ICCC'24, Hangzhou, China, Aug. 2024.  Best Demo Award

38. S. Ding, C. Huang*, C.-X. Wang*, J. Li, W. Zhou and D. Zhao, “A Novel Scenario Segmentation-Identification Algorithm for 6G Wireless Channel Modeling,” in Proc. IEEE ICCT'23, Wuxi, China, Oct. 2023, pp. 613-617. Best Paper Award

39. S. Chen, C.-X. Wang*, J. Li, C. Huang*, H. Chang, and Y. Chen, “Improving cell-free massive MIMO through channel map-based angle domain multiple access,”  in Proc. IEEE ICC'25, Montreal, Canada, June 2025. Best Paper Award;

40. S. Ding, C. Huang*, C.-X. Wang*, Y. Zhen, J. Li, Z. Xinag, and P. Zhao, “A novel adaptive scenario classification algorithm for 6G wireless communications,”  in Proc. IEEE ICC'25, Montreal, Canada, 2025.  

41. Y. Wu, Y. Pan, J. Ji, C.-X. Wang*, J. Li, and C. Huang*, “An improved Triplet-based channel charting algorithm for positioning via covariance feature,”  in Proc. IEEE ICC'25, Montreal, Canada, 2025.  

42. Z. Qian, C. Huang*, C.-X. Wang*, J. Li, and W. Zhou, “A novel intelligent scenario identification algorithm and channel characteristics analysis for 6G urban wireless communications,”  in Proc. IEEE Globecom'24, Cape Town, South Africa, Dec. 2024.  

43. K. Zhang, C. Huang*, J. Li, Z. Qian, and C.-X. Wang*, “An enhanced loss function for space-time domain predictive channel model,” in Proc. IEEE ICCT'24, Chengdu, China, Oct. 2024.

44. T. Qi, C. Huang*, S. Yue, J. Li, S. Chen, and C.-X. Wang*, “A novel dynamic channel map for 6G MIMO communications,” in Proc. IEEE/CIC ICCC'24, Hangzhou, China, Aug. 2024.  

45. H. Li, C. Huang*, C.-X. Wang*, and J. Li, “Scenario classification and channel modeling for MIMO communications in dense urban street scenarios,” in Proc. EuCAP'24, Glasgow, Scotland, 17-22 March 2024.  

46. D. Zhao, C. Huang*, C.-X. Wang*, J. Li, Z. Qian, and W. Zhou, “Channel characterization and modeling for wireless MIMO communication systems in intersection scenarios,” in Proc. EuCAP'24, Glasgow, Scotland, 17-22 March 2024.  

47. D. Zhao, C. Huang*, C.-X. Wang*, and J. Li, “Scenario classification and channel modeling for MIMO communications in suburban road scenarios,” in Proc. EuCAP'24, Glasgow, Scotland, 17-22 March 2024.  

48. Z. Li, C.-X. Wang*, C. Huang*, L. Yu, J. Li, and Z. Qian, “A novel scatter density-based predictive channel model for 6G communications,” in Proc. VTC'23-Spring, Florence, Italy, June 2023.  

49. 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)

50. 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)

51. 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)

52. 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)

53. 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.

54. J. Li and D. Liu, "DPSO-based Clustering Routing Algorithm for Energy Harvesting Wireless Sensor Networks," IEEE WCSP'15, Oct. 2015, pp. 1-5.

55. 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)

56. 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)

57. 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.

58. 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)

59. 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.


IMT2030提案

1. 王承祥，杨松江，王樱华，黄杰，李俊伶，黄晨. 一种向低轨卫星通信的射线追踪信道建模方法，202405024，IMT-2030无线技术工作组第6次会议，2024.05..

2. 王承祥，武阳，黄晨，李俊伶，王樱华. 适用于6G室内MIMO通信的加权随机森林定位方法，202403020，IMT-2030无线技术工作组第5次会议，2024.03.

3. 王承祥，吴彤，李俊伶，黄晨，王樱华. 基于图像处理和机器学习的信道预测方法，202403019，IMT-2030无线技术工作组第5次会议，2024.03.

4. 王承祥，黄晨，钱中玉，李俊伶，周文奇. 场景自适应信道模型，202310024，IMT-2030无线技术工作组第5次会议，2023.10.22.

5. 王承祥，李哲鳌，黄晨，李俊伶. 6G空时预测信道建模研究，IMT-2030(6G)推进组-无线AI任务组第1次会议，2023.04.28.


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