亿百电竞平台:龚世民
一、教师简介（含主要经历）
龚世民，教授，博士生导师，获批2021年广东省特支青年人才，入选斯坦福大学2022年全球前2%顶尖科学家榜单，深圳市海外高层次人才。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年加入亿百电竞平台。 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70余篇，包括ESI高被引论文4篇，谷歌总引用超过3800次，单篇最高引用超过1300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（每年遴选一篇）；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”大亿百电竞平台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”全国大亿百电竞平台新一代信息通信技术大赛省级二、三等奖，荣获亿百电竞平台2021年优秀班主任称号。
主要经历
2023/06至今 亿百电竞平台 教授
2019/03-2023/06 亿百电竞平台“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（研究生课程）
二、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
8、国自然青年项目，携能无线通信系统中多天线全双工中继传输方法研究，主持，已结题
9、深圳市基础研究，携能无线通信中鲁棒功率控制技术，主持，已结题
三、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.
四、代表性论文
[1] 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 (Early Access), 2023.
[2] 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 (Early Access), 2023.
[3] 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 (Early Access), 2023.
[4] 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 (Early Access), 2023.
[5] 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 (Early Access), 2023.
[6] 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, Aug. 2022.
[7] 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.
[8] 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, Aug. 2021.
[9] 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. -, no. -, pp. 1-1 (early access), Oct. 2021.
[10] 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)
[11] 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)
[12] 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)
[13] 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.
[14] 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.
[15] Bin Lyu, Dinh Thai Hoang, Shimin Gong, Dusit Niyato, and Dong In Kim, “IRS-based Wireless Jamming Attacks: When Jammers can Attack without Power,” IEEE Wireless Communications Letters, vol. 9, no. 10, pp. 1663-1667, Oct. 2020.
[16] 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.
[17] 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.
[18] Jing Xu, Shimin Gong, Yuze Zou, Wei Liu, and Dusit Niyato, “Redundant Sniffer Deployment for Multi-Channel Wireless Network Forensics with Unreliable Conditions,” IEEE Transactions on Cognitive Communications and Networking, vol. 6, no. 1, pp. 394-407, Aug. 2019.
[19] Jing Xu, Jiachen Li, Shimin Gong, Kun Zhu, and Dusit Niyato, “Passive Relaying Game for Wireless Powered Internet of Things in Backscatter-Aided Hybrid Radio Networks,” IEEE Internet of Things Journal, vol. 6, no. 5, pp. 8933-8944, Jun. 2019.
[20] Shimin Gong, Lin Gao, Jing Xu, Yuanxiong Guo, Dinh Thai Hoang, and Dusit Niyato, “Exploiting Backscatter-Aided Relay Communications with Hybrid Access Model in Device-to-Device Networks,” IEEE Transactions on Cognitive Communication and Networking, vol. 5, no. 4, pp. 835-848, Jun. 2019.
[21] 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)
[22] Shimin Gong, Jing Xu, Dusit Niyato, and Xiaoxia Huang, “Backscatter-Aided Cooperative Relay Communications in Wireless-Powered Hybrid Radio Networks,” IEEE Network, vol. 33, no. 5, pp. 234-241, Oct. 2019.
[23] Jing Xu, Yuze Zou, Shimin Gong, Gao Lin, Dusit Niyato, and Wenqing Cheng, “Robust Transmissions in Wireless Powered Multi-Relay Networks with Channel Interference Constraints,” IEEE Transactions on Communications, vol. 67, no. 2, pp. 973-987, Feb. 2019.
For a complete list of publications and citation report please refer to google scholar page:
https://scholar.google.com.sg/citations?user=AKffc_QAAAAJ&hl=en
五、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.
Workshop Program Chair -- IEEE MetaCom 2023
Symposium Chair – IEEE FNWF 2023
Technical Program Committee Member:
IEEE ICC 2019-2023, IEEE GLOBECOM 2015, 2020-2022,
IEEE PIMRC 2018, 2020, IEEE IWCMC 2022, IEEE VTC-Fall 2022,
IEEE Computing, Networking and Communication (ICNC), 2013, 2014, 2015
IEEE Wireless Communications and Signal Processing (WCSP), 2012, 2013
IEEE Asia Pacific Wireless Communications Symposium (APWCS), 2013
Half-day Tutorial:
（1）Ekram Hossain, Dinh Thai Hoang, Dusit Niyato, and Shimin Gong, TUT-02: Deep Reinforcement Learning and its Applications in Future Wireless Networks, IEEE ICC 2021, 14 Jun. 2021, Montreal, Canada.
（2）Hoang Thai Dinh, Shimin Gong, and Dusit Niyato, Tutorial 4.1/4.2: Deep Reinforcement Learning and its Applications in Future Wireless Networks, 2021 IEEE 7th World Forum on Internet of Things, 17 Jun. 2021, New Orleans, Louisiana, USA.
（3）Ekram Hossain, Dusit Niyato, Hoang Thai Dinh, and Shimin Gong, TUT-10: Deep Reinforcement Learning and Transfer Learning for Future Wireless Networks, IEEE GLOBECOM 2021, 7 Dec. 2021, Madrid, Spain.
（4）Ekram Hossain, Dusit Niyato, Dinh Thai Hoang, and Shimin Gong, Tutorial 12: Distributed Machine Learning for 6G Networks: A Tutorial, IEEE WCNC 2022, 10 Apr. 2022, Austin, Tx, USA.
六、获奖情况
2023年，IEEE Communications Society Best Survey Paper
2021年，广东省特支青年人才
2019年，IEEE WCNC最佳论文奖
2015年，深圳市海外高层次人才
七、联系方式