龚世民

教授

E-mail：gongshm5@mail.sysu.edu.cn

研究方向：移动网络与边缘计算、认知通信与智能网络、无人机辅助通信网络、低功耗物联网及无源通信技术、面向新一代移动通信的机器学习与人工智能技术等

教师简介

 

龚世民，教授，博士生导师，获批广东省特支青年人才、深圳市鹏城特聘、中山大学逸仙学者，入选斯坦福大学2022、2023年全球前2%顶尖科学家榜单。2008年本科毕业于华中科技大学电子与信息工程系，2011年和2012年分别于香港中文大学与加拿大滑铁卢大学短期访学，2014年获南洋理工大学计算机工程博士学位。曾任中科院深圳先进技术研究院助理研究员、副研究员、客座研究员，2019年加入中山大学智能工程学院。研究兴趣包括移动网络与边缘计算、认知通信与智能网络、无人机辅助通信网络、低功耗物联网及无源通信技术、面向新一代移动通信的机器学习与人工智能技术等，尤其关注优化驱动的多智体深度强化学习方法及分布式网络部署。主持国家自然科学基金面上项目2项，深圳市基础研究项目2项，获批广东省网信领域项目1项，项目涉及工业物联网数据感知与传输应用系统、移动网络数据分析、物联网低功耗通信与自组网技术等。目前担任IEEE Transactions on Vehicular Technology副编委，担任多个期刊的客座编委和多个国际会议的技术委员会成员及评审人。在相关领域发表论文百余篇，包括ESI高被引论文4篇，谷歌总引用超过6000次，单篇最高引用超过2000次；2019年荣获IEEE无线通信与网络（WCNC）大会最佳论文奖，2023年荣获IEEE通信学会最佳综述论文奖；申请中国发明专利20余项，参与编写英文专著四部，其中“Ambient Backscatter Communication Networks”由剑桥大学出版社出版。指导本科生获得“挑战杯”大学生课外学术科技作品竞赛国家级三等奖和省级一等奖、“大唐杯”全国大学生新一代信息通信技术大赛省级二、三等奖，荣获中山大学2021年优秀班主任称号。

 

联系方式：gongshm5@mail.sysu.edu.cn

 

主要经历

2023/06 至今 中山大学智能工程学院 教授

2019/03-2023/06 中山大学智能工程学院“百人计划”副教授

2016/11-2019/03 中科院深圳先进技术研究院 副研究员

2015/05-2016/11 中科院深圳先进技术研究院 助理研究员

2012/06-2012/09，滑铁卢大学，电子与计算机工程系，访问学者

2011/08-2011/11，香港中文大学，信息工程系，访问学者

2009/07-2013/05，南洋理工大学，计算机工程，博士

2008/09-2009/07，华中科技大学，通信与信息系统，硕士

2004/09-2008/06，华中科技大学，通信工程，学士

 

欢迎对科研有激情有动力、数理基础好、行动能力强，对认知通信与智能网络、低功耗物联网、移动边缘计算、无人机网络、网络大数据分析、网络流预测，以及最优化理论、分布式算法、深度强化学习、多智体协同等信息通信系统中的前沿问题与先进技术方法有强烈兴趣的本科生、硕士生，博士生，以及博士后加入无线智能与网络系统（WINS）课题组。

 

讲授课程：信号与系统、通信原理、科技论文写作、强化学习

 

科研项目

 

1、国自然面上项目，融合智能反射面的无人机协同感知网络设计与分布式资源优化，主持，在研

2、深圳市基础研究重点，蜂窝网络赋能环境反向散射通信技术关键问题研究，参与，在研

3、广东省网信揭榜挂帅项目，物联网智能大脑BIOT项目，参与，在研

4、企业技术委托，智能水面自主航行器多源数据通信与协同监测技术研究，主持，在研

5、企业技术委托，网络带宽预测及无网络长距离语音通信优化，主持，在研

6、国自然面上项目，融合反向散射通信的多模传输机制与网络优化方法研究，主持，在研

7、深圳市面上项目，基于深度强化学习的高能效物联网认知通信与多模智组技术，主持，在研

 

学术专著

  1. Dinh Thai Hoang, Dusit Niyato, Dong In Kim, Nguyen Van Huynh, Shimin Gong, Ambient Backscatter Communication Networks, Cambridge University Press, 2020-04-30.
  2. Xiaozheng Gao, Kai Yang, Dusit Niyato, Shimin Gong, Resource Allocation in Backscatter-Assisted Communication Networks, Springer Nature, 2021-10-15.

 

代表性论文

 

  1. Defeng Zhou, Lanhua Li, Shimin Gong, Bo Gu, Gaojie Chen, Dusit Niyato, “Learning Adaptive Jamming and Beamforming for Hybrid IRS-assisted Secure NOMA Transmissions,” IEEE Transactions on Communications, 2025.
  2. Yusi Long, Shimin Gong, Sumei Sun, Gary C.F. Lee, Lanhua Li, Dusit Niyato, “Lyapunov-guided Deep Reinforcement Learning for Semantic-aware AoI Minimization in UAV-assisted Wireless Networks,” IEEE Transactions on Wireless Communications, 2025.
  3. Zihao Huang, Hai Chen, Bo Gu, Shimin Gong, Zhou Su, Mohsen Guizani, “A Learning-Based Iterative Algorithm for AoI-Optimal Trajectory Planning in UAV-Assisted IoT Networks,” IEEE Transactions on Wireless Communications, 2025.
  4. Xiang Li, Rongfei Fan, Han Hu, Xiangming Li, Shimin Gong, Jian Yang, “Joint Task Offloading and Resource Allocation for Streaming Applications in Cooperative Mobile Edge Computing,” IEEE Transactions on Vehicular Technology, 2025.
  5. Yiming Chen, Xingyuan Hu, Shimin Gong, Zhou Su, Bo Gu, “Multi-Time Scale Service Caching and Pricing in MEC Systems With Dynamic Program Popularity,” IEEE Internet of Things Journal, 2025.
  6. Jiajie Li, Bo Gu, Shimin Gong, Zhou Su, Mohsen Guizani, “Can We Enhance the Quality of Mobile Crowdsensing Data Without Ground Truth?” IEEE Transactions on Mobile Computing, 2025.
  7. Songhan Zhao, Shimin Gong, Bo Gu, Lanhua Li, Bin Lyu, Dinh Thai Hoang, Changyan Yi, “Exploiting NOMA Transmissions in Multi-UAV-Assisted Wireless Networks: From Aerial-RIS to Mode-Switching UAVs,” IEEE Transactions on Wireless Communications, 2025.
  8. Xi Wang, Wei Liu, Shimin Gong, Zhi Liu, Jing Xu, Yuming Fang, “Spatial Quality Oriented Rate Control for Volumetric Video Streaming via Deep Reinforcement Learning,” IEEE Transactions on Circuits and Systems for Video Technology, 2025.
  9. Ziqi Lin, Xu Zhang, Shimin Gong, Lanhua Li, Zhou Su, Bo Gu, “Matching-Driven Deep Reinforcement Learning for Energy-Efficient Transmission Parameter Allocation in Multi-Gateway LoRa Networks,” IEEE Transactions on Vehicular Technology, 2025.
  10. Nguyen Huu Sang, Nguyen Duc Hai, Nguyen Duc Duy Anh, Nguyen Cong Luong, Van-Dinh Nguyen, Shimin Gong, Dusit Niyato, Dong In Kim, “Wireless Power Transfer Meets Semantic Communication for Resource-Constrained IoT Networks: A Joint Transmission Mode Selection and Resource Management Approach,” IEEE Internet of Things Journal, 2025.
  11. Nguyen Thi Thanh Van, Nguyen Le Tuan, Nguyen Cong Luong, Tien Hoa Nguyen, Shaohan Feng, Shimin Gong, Dusit Niyato, Dong In Kim, “Network Access Selection for URLLC and eMBB Applications in Sub-6GHz-mmWave-THz Networks: Game Theory Versus Multi-Agent Reinforcement Learning,” IEEE Transactions on Communications, 2024.
  12. Ziqi Lin, Zihao Huang, Bo Gu, Shimin Gong, Zhou Su, Mohsen Guizani, “CORA: Channel Occupancy-Aware Resource Allocation in LoRa Wireless Networks,” IEEE Transactions on Vehicular Technology, 2024.
  13. Yongjun Xu, Xingxing Zuo, Gang Yang, Xingwang Li, Shimin Gong, Chongwen Huang, Chau Yuen, “Outage-Constrained Throughput Maximization for MISO Symbiotic Radio Systems,” IEEE Transactions on Vehicular Technology, 2024.
  14. Nam H. Chu, Nguyen Van Huynh, Diep N. Nguyen, Dinh Thai Hoang, Shimin Gong, Tao Shu, Eryk Dutkiewicz, Khoa T. Phan, “Countering Eavesdroppers with Meta-learning-based Cooperative Ambient Backscatter Communications,” IEEE Transactions on Wireless Communications, 2024.
  15. Yusi Long, Songhan Zhao, Shimin Gong, Bo Gu, Dusit Niyato, Xuemin Shen, “AoI-aware Sensing Scheduling and Trajectory Optimization for Multi-UAV-assisted Wireless Backscatter Networks,” IEEE Transactions on Vehicular Technology, 2024.
  16. Bin Lyu, Chao Zhou, Shimin Gong, Wei Wu, Dinh Thai Hoang, Dusit Niyato, “Energy-Efficiency Maximization for STAR-RIS Enabled Cell-Free Symbiotic Radio Communications,” IEEE Transactions on Cognitive Communications and Networking, 2024.
  17. Nguyen Thi Thanh Van, Nguyen Cong Luong, Shaohan Feng, Shimin Gong, Dusit Niyato, Dong In Kim, “SWIPT-Enabled MISO Ad Hoc Network Underlay RSMA-based System with IRS,” IEEE Transactions on Wireless Communications, 2024.
  18. Che Chen, Shimin Gong, Wenjie Zhang, Yifeng Zheng, Yeo Chai Kiat, “DRL-Based Contract Incentive for Wireless-Powered and UAV-Assisted Backscattering MEC System,” IEEE Transactions on Cloud Computing, 2024.
  19. Pengcheng Chen, Bin Lyu, Shimin Gong, Haiyan Guo, Jie Jiang, Zhen Yang, “Computational Rate Maximization for IRS-Assisted Full-Duplex Wireless-Powered MEC Systems,” IEEE Transactions on Vehicular Technology, 2024.
  20. Bo Gu, Weiwei Hu, Shimin Gong, Zhou Su, Mohsen Guizani, “CBDTF: A Distributed and Trustworthy Data Trading Framework for Mobile Crowdsensing,” IEEE Transactions on Vehicular Technology, 2024.
  21. Chao Zhou, Bin Lyu, Shimin Gong, Changsheng You, “Active STAR-RIS-Assisted Symbiotic Radio Communications Under Hardware Impairments,” IEEE Communications Letters, 2023.
  22. Shimin Gong, Leiyang Cui, Bo Gu, Bin Lyu, Dinh Thai Hoang, Dusit Niyato, “Hierarchical Deep Reinforcement Learning for Age-of-Information Minimization in IRS-aided and Wireless-powered Wireless Networks,” IEEE Transactions on Wireless Communications, 2023. 
  23. Shimin Gong, Meng Wang, Bo Gu, Wenjie Zhang, Dinh Thai Hoang, Dusit Niyato, “Bayesian Optimization Enhanced Deep Reinforcement Learning for Trajectory Planning and Network Formation in Multi-UAV Networks,” IEEE Transactions on Vehicular Technology, 2023.
  24. Bo Gu, Junhui Zhan, Shimin Gong, Wanquan Liu, Zhou Su, Mohsen Guizani, “A Spatial-Temporal Transformer Network for City-Level Cellular Traffic Analysis and Prediction,” IEEE Transactions on Wireless Communications, 2023.
  25. Songhan Zhao Yue Liu, Shimin Gong, Bo Gu, Rongfei Fan, Bin Lyu, “Computation Offloading and Beamforming Optimization for Energy Minimization in Wireless-Powered IRS-assisted MEC,” IEEE Internet of Things Journal, 2023.
  26. Bin Lyu, Chao Zhou, Shimin Gong, Dinh Thai Hoang, Ying-Chang Liang, “Robust Secure Transmission for Active RIS Enabled Symbiotic Radio Multicast Communications,” IEEE Transactions on Wireless Communications, 2023.
  27. Hang Zhou, Yusi Long, Shimin Gong, Kun Zhu, Dinh Thai Hoang, and Dusit Niyato, “Hierarchical Multi-Agent Deep Reinforcement Learning for Energy-Efficient Hybrid Computation Offloading,” IEEE Transactions on Vehicular Technology, 2023.
  28. Y. M. Saputra, H. T. Dinh, D. Nguyen, L. -N. Tran, Shimin Gong, and E. Dutkiewicz, “Dynamic Federated Learning-Based Economic Framework for Internet-of-Vehicles,” IEEE Transactions on Mobile Computing, vol. 22, no. 4, pp. 2100-2115, 2023.
  29. Shimin Gong, Jiaye Lin, Beichen Ding, Dusit Niyato, Dong In Kim, Mohsen Guizani, “When Optimization Meets Machine Learning: The Case of IRS-Assisted Wireless Networks,” IEEE Network, vol. 36, no. 2, pp. 190-198, Apr. 2022.
  30. Yuze Zou, Yusi Long, Shimin Gong, Dinh Thai Hoang, Wei Liu, Wenqing Cheng, Dusit Niyato, “Robust Beamforming Optimization for Self-Sustainable Intelligent Reflecting Surface Assisted Wireless Networks,” IEEE Transactions on Cognitive Communications and Networking, vol. 8, no. 2, Jun. 2022.
  31. Shimin Gong, Yuze Zou, Jing Xu, Dinh Thai Hoang, Bin Lyu, and Dusit Niyato, “Optimization-driven Hierarchical Learning Framework for Wireless Powered Backscatter-aided Relay Communications,” IEEE Transactions on Wireless Communications, vol. 21, no. 2, pp. 1378-1391, Feb. 2022.
  32. Bin Lyu, Parisa Ramezani, Dinh Thai Hoang, Shimin Gong, Zhen Yang, Abbas Jamalipour, “Optimized Energy and Information Relaying in Self-Sustainable IRS-Empowered WPCN,” IEEE Transactions on Communications, vol.69, no. 1, 2021. (ESI highly cited paper)
  33. Shimin Gong, X. Lu, D. T. Hoang, D. Niyato, L. Shu, D. I. Kim, Y.-C. Liang, “Toward Smart Wireless Communications via Intelligent Reflecting Surfaces: A Contemporary Survey,” IEEE Communications Surveys and Tutorials, vol. 22, no. 4, pp. 2283-2314, Fourthquarter 2020. (ESI highly cited paper)
  34. Z. Yu, Y. Gong, Shimin Gong, and Y. Guo, “Joint Task Offloading and Resource Allocation in UAV-Enabled Mobile Edge Computing,” IEEE Internet of Things Journal, vol. 7, no. 4, pp. 3147-3159, April 2020. (ESI highly cited paper)
  35. Bin Lyu, Parisa Ramezani, Dinh Thai Hoang, Shimin Gong, Zhen Yang, Abbas Jamalipour, “Optimized Energy and Information Relaying in Self-Sustainable IRS-Empowered WPCN,” IEEE Transactions on Communications, vol. 69, no. 1, pp. 619-633, Oct. 2020. (ESI highly cited paper)
  36. Yuze Zou, Shimin Gong, Jing Xu, Wenqing Cheng, Dinh Thai Hoang, Dusit Niyato, “Wireless Powered Intelligent Reflecting Surfaces for Enhancing Wireless Communications,” IEEE Transactions on Vehicular Technology, vol. 69, no. 10, pp. 12369-12373, Jul. 2020.
  37. Shimin Gong, Yutong Xie, Jing Xu, Dusit Niyato, and Y.-C. Liang, “Deep Reinforcement Learning for Backscatter-Aided Data Offloading in Mobile Edge Computing,” IEEE Network, vol. 34, no. 5, pp. 106-113, Oct. 2020.
  38. Dinh Thai Hoang, Diep N. Nguyen, Mohammad Abu Alsheikh, Shimin Gong, Eryk Dutkiewicz, Dusit Niyato, and Zhu Han, “Borrowing Arrows with Thatched Boats: The Art of Defeating Reactive Jammers in IoT Networks,” IEEE Wireless Communications Magazine, vol. 27, no. 3, pp. 79-87, Jun. 2020.
  39. Shimin Gong, Y. Zou, D. T. Hoang, J. Xu, W. Cheng, D. Niyato, “Capitalizing Backscatter-Aided Hybrid Relay Communications with Wireless Energy Harvesting,” IEEE Internet of Things Journal, vol. 7, no. 9, pp. 8709-8721, Sep. 2020. 
  40. Nguyen C. Luong, Dinh Thai Hoang, Shimin Gong, Dusit Niyato, Ping Wang, Ying- Chang Liang, and Dong In Kim, “Applications of Deep Reinforcement Learning in Communications and Networking: A Survey,” IEEE Communications Surveys and Tutorials, vol. 21, no. 4, pp. 3133-3174, Fourthquarter, 2019. (ESI highly cited paper, 2023 IEEE Communication Society Best Survey Paper Award)

 

学术服务

 

Associate Editor -- IEEE Transactions on Vehicular Technology, since 2022

Lead Guest Editor -- IEEE Transactions on Cognitive Communications and Networking, 2019.

Lead Guest Editor -- Electronics (ISSN 2079-9292), May 2022.

Guest Editor -- Sensors (ISSN: 1424-8220), Jan. 2023.

Guest Editor -- Journal of Sensor and Actuator Networks (ISSN: 2224-2708), Apr. 2023.