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骏马计划B2岗研究员(正高级),博士生导师。2022年毕业于加拿大康考迪亚大学(Computer Engineering专业),获得工学博士学位(导师:Prof. Jun Cai)。2024年3月入职内蒙古大学计算机学院,同时是加拿大Concordia University (康考迪亚大学) 智能网络与创新实验室 (NI2Lab)主要成员。
主要从事优化、激励机制设计、在线算法、机器学习以及将它们应用于无线网络中资源管理,尤其在联邦学习、边缘\雾计算、车联网\无人机系统、通导一体化、5G和未来通信系统中。
办公地点:计算机学院315
E-mail: gli@imu.edu.cn
个人主页:home-gangli.cn
近年来在国际学术刊物IEEE Transactions on Mobile Computing、IEEE Transactions on Wireless Communications、IEEE Wireless Communication、IEEE Transactions on Vehicular Technology,IEEE ICC、IEEE Globecom等国际顶级期刊和知名会议上第一/通信作者发表论文10余篇,发表书章节1部和无线网络领域个人专著1部,授权发明专利1项。目前担任IEEE TMC、IEEE TVT、IEEE IoT-J、IEEE Wireless Communications Magazine等多个期刊的审稿人。
招生信息:
课题组欢迎具有计算机专业、移动通信网、数学等背景的学生(包含本科生),尤其是本科阶段参加过数学建模、软件设计大赛的同学,欢迎报考。本人将全力指导学生,力争实现学生和导师的双赢,表现出色的学生有机会被推荐到国内外知名大学继续深造。
科研成果:(完整列表见个人主页)
书/书章节:
[B01] G. Li and J. Cai, “Efficient Online Incentive Mechanism Designs for Wireless Communications” Springer, 2024. ( ISBN: 978-3-031-58453-4)
[BC01] G. Li and J. Cai, “Broadband Communications, Computing, and Control for Ubiquitous Intelligence” Springer, 2022. (Chapter 11, Part II, ISBN: 978-3-030-98063-4)
代表性论文(*代表通信作者):
[J11] G. Li, J. Cai, et al, “Online Incentive Mechanism Designs for Asynchronous Federated Learning In Edge Computing, ” IEEE Internet of Things Journal, vol. 11, no. 5, pp. 7787-7804, 1 Mar. 2024. (DOI: 10.1109/JIOT.2023.3316470). (SCI 一区,IF: 10.238).
[J10] Y. Wu, D. Kong, W. Qian, G. Li*, “Performance analysis of UAV-Assisted Hybrid FSO/RF Communication Systems under Various Weather Conditions, ” Sensors, vol. 23, no. 17, pp. 1-11, 2023. (DOI: 10.3390/s23177638). (SCI 三区, IF: 3.9).
[J09] R. Zhang, Z. Wang, G. Li*, Y. Wang, et al, “Hybrid Sub-carrier Selection Method for Vital Sign Monitoring with Long-term and Short-term Data Considerations,” IEEE Sensors Journal, vol. 22, no. 23, pp. 23209-23220, Dec. 2022. (DOI: 10.1109/JSEN.2022.3215443). (SCI 二区, IF: 4.32).
[J08] G. Li, J. Cai, X. Chen, and Z. Su, “Nonlinear Online Incentive Mechanism Design in Edge Computing Systems with Energy Budget, ” IEEE Transactions on Mobile Computing, vol. 22, no. 7, pp. 4086-4102, Jul. 2023. (DOI: 10.1109/TMC.2022.3148034). (CCF A Top Journal).
[J07] G. Li and J. Cai, “An Online Incentive Mechanism for Collaborative Task Offloading in Mobile Edge Computing,” IEEE Transactions on Wireless Communications, vol. 19, no. 1, pp. 624-636, Jan. 2020. (DOI: 10.1109/TWC.2019.2947046). (SCI 一区, IF: 6.7).
[J06] G. Li and J. Cai, “An Online Incentive Mechanism for Crowdsensing with Random Task Arrivals, ” IEEE Internet of Things Journal, vol. 7, no. 4, pp. 2982-2995, April 2020. (DOI: 10.1109/JIOT.2020.2964657). (SCI 一区,IF: 10.238).
[J05] G. Li, J. Cai, H. Chen, “Online Truthful Mechanism Design in Wireless Communication Networks,” IEEE Wireless Communication, vol. 28, no. 4, pp. 159-165, Aug. 2021. (DOI: 10.1109/MWC.001.2000451). (SCI 一区, IF: 11.3).
[J04] G. Li, J. Cai, and S. Ni, “A Truthful Deep Mechanism Design with Budget Constraints for Revenue-Maximization in Edge Computing”, IEEE Transactions on Vehicular Technology, vol. 71, no. 1, pp. 902-914, Jan. 2022. (DOI: 10.1109/TVT.2021.3129098). (SCI 二区, IF: 5.37).
[J03] G. Li, H. Chen, and J. Cai, “Joint User Association and Power Allocation for Hybrid Half-Duplex/Full-Duplex Relaying in Cellular Networks, ” IEEE Systems Journal, vol. 13, no. 2, pp. 1145-1156, June 2019. (DOI: 10.1109/JSYST.2018.2850861). (SCI 二区, IF: 3.98)
[J02] H. Chen, G. Li and J. Cai, “Spectral–Energy Efficiency Tradeoff in Full-Duplex Two-Way Relay Networks, ” IEEE Systems Journal, vol. 12, no. 1, pp. 583-592, March 2018. (DOI: 10.1109/JSYST.2015.2464238). (SCI 二区,合作导师一作)
[J01] G. Li, M. Zhou, H. Tang, and H. Chen, “A Virtualization Approach to Correct Systematic Errors in Measured TDOA and FDOA for Low Orbit Dual-satellite Positioning Systems”, International Journal of Antennas and Propagation, vol. 2021, pp. 1-11. Aug. 2021, (Article ID: 9631502). (SCI 四区, IF: 1.17).
所获奖励:
2023.08 第十七届“西门子杯”智能制造挑战赛,全国总决赛一等奖
2019.01 Concordia International Tuition Award of Excellence (康考迪亚国际学费优秀奖)
2017.01 International Graduate Student Scholarship (国际研究生奖)
2015.10 研究生国家奖学金
2013.03 国家励志奖学金