近期主持的部分科研项目

1）国家自然科学基金面上项目，基于空路智能协同的车联网雾计算关键技术研究，2023/1-2026/12，项目负责人

2）国家重点研发计划项目，面向网络协同制造的云网边端跨域可信接入与服务安全技术，课题三“AI赋能安全功能柔性重组技术”，2022/12-2025/11，课题负责人

3）国家重点研发计划项目，学习优化理论与方法及其在5G网络中的应用，2022/12-2027/11，子课题负责人

4）同济大学高层次人才科研启动经费（定向支持200万），项目负责人

5）中电科22所合作项目，无人集群XX自主学习优化技术，2023/11-2024/12，项目负责人

6）北京大学合作项目，大规模多智能体强化学习，2021/12-2024/11，项目负责人

7）北京数业专攻公司合作项目，机器视觉智能识别/监测应用（多个持续性项目合作），项目负责人

8）国家无线电监测中心检测中心合作项目，低轨星座频谱使用效率评估算法及验证技术研究，项目负责人

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9）国家自然科学基金青年科学基金，无人机辅助的空路协同车联网通信架构和数据传输研究，2020/1-2022/12，项目负责人，已结题

10）上海市海外高层次人才创新资助项目，空路协同车联网，2020/1-2022/12，项目负责人，已结题

11）上海市“科技创新行动计划”自然科学基金面上项目，无人机辅助的车联网数据传输和信息安全研究，2020/7-2023/6，项目负责人，已结题

12）上海市“科技创新行动计划”高新技术领域项目，基于5G的剧场交互式演出8K视频制作传输技术研究及应用示范，2019/9-2021/8，子课题负责人，已结题

13）上海航天科技创新基金项目，无人机中继通信与组网优化方案，2019/12-2021/10，项目负责人，已结题

14）深圳市大数据研究院开放基金，面向未来网络的智能网络资源管理与优化，2019/7-2021/6，项目负责人，已结题

15）同济大学学科交叉联合攻关项目，基于联邦学习的糖网病变多平台协同智能诊断系统研发，2022/6-2023/11，项目负责人，已结题

16）同济大学人工智能学科交叉重大项目，深度学习辅助的糖尿病眼底病变筛查系统开发，2019/8-2021/7，项目负责人，已结题

17）天津光电通信公司合作项目，基于深度学习的移动目标射频指纹识别，项目负责人，已结题

18）和智信大数据公司合作项目，面向智慧油田的工业场景视频智能监测与巡检，项目负责人，已结题

19）大陆集团合作项目，基于多源异构数据融合的车辆目标检测与跟踪，项目负责人，已结题

20）国家重点实验室开放课题：先后受到东南大学移动通信国家重点实验室（2020年）、电子信息系统复杂电磁环境效应国家重点实验室（2020年）、北京大学区域光纤通信网与新型光通信系统国家重点实验室（2021年）等国家重点实验室开放课题资助，均已结题

1) 2023年，中国通信学会科学技术奖（自然科学类）一等奖

2) 2023年，中国自动化学会自然科学奖一等奖

3) 2018年，教育部自然科学奖一等奖

4) 2020年至今，连续多年入选全球前2%顶尖科学家年度榜单

5) 2020年，上海市海外高层次人才，上海市委组织部

6) 2019年，同济大学青年优秀科技人才支持计划

7) 最佳论文奖

• Ø IEEE ICC 2019 Best Paper Award
• Ø IEEE GLOBECOM 2018 Best Paper Award
• Ø IEEE ICC 2016 Best Paper Award
• Ø IEEE ITST 2012 Best Paper Award

8) 2023年，同济大学本科生优秀毕业设计指导老师（本科生：胡启云）

9) 2023年，同济大学优秀硕士学位论文导师（硕士生：魏智伟）

10) 2023年，同济大学青年教师教学竞赛三等奖

11) 2021年，同济大学本科生优秀毕业设计指导老师（本科生：张喆、白皓月）

12) 2020年，同济大学本科新生优秀导师

学术专著

[1] 张荣庆，程翔，李冰，《智能网联赋能多车协同》，机械工业出版社，2024年12月

[2] 程翔，张荣庆，陈晨，《5G车联网技术及应用》，科学出版社，2020年8月

[3] Xiang Cheng, Rongqing Zhang, Liuqing Yang, 5G-Enabled Vehicular Communications and Networking, Springer, 2019.

近五年代表性论文

[1] Z. Wei, B. Li, Rongqing Zhang*, and L. Song, “Learning-to-Adaptation for Security Service in Industrial IoT: An AI-Enabled Slice-Specific Solution,” IEEE Transactions on Service Computing, 2024, Early Access.（CCF-A）

[2] X. Guo, B. Li, J. Wu, Rongqing Zhang*, and X. Cheng, “Joint Uplink and Downlink NOMA for UAV Relaying Network with Multi-pair Users,” IEEE Transactions on Wireless Communications, 2024, Early Access.（中科院一区）

[3] Z. Wei, J. Mao, B. Li* and Rongqing Zhang, “Privacy-Preserving Hierarchical Reinforcement Learning Framework for Task Offloading in Low-Altitude Vehicular Fog Computing,” IEEE Open Journal of the Communications Society, 2024, Early Access.

[4] Rongqing Zhang, J. Mao, H. Wang, B. Li*, X. Cheng, and L. Yang, “A Survey on Federated Learning in Intelligent Transportation Systems,” IEEE Transactions on Intelligent Vehicles, 2024, Early Access.（中科院一区）

[5] J. Mao, X. Ma, Y. Bi and Rongqing Zhang*, “A Comprehensive Federated Learning Framework for Diabetic Retinopathy Grading and Lesion Segmentation,” IEEE Transactions on Big Data, 2024, Early Access.

[6] L. Zhou, X. Ning, M.-Y. You, Rongqing Zhang, and Q. Shi, “Robust Multi-UAV Placement Optimization for AOA-Based Cooperative Localization,” IEEE Transactions on Intelligent Vehicles, 2024, Early Access.（中科院一区）

[7] J. Si, J. Yang, Y. Xiang, L. Li, B. Tu, and Rongqing Zhang, “ConDTC: Contrastive Deep Trajectory Clustering for Fine-grained Mobility Pattern Mining,” IEEE Transactions on Big Data, 2024, Early Access.

[8] L. Zhou, W. Pu, Y. Jiang, M.-Y. You, Rongqing Zhang, and Q. Shi, “Joint Optimization of UAV Deployment and Directional Antenna Orientation for Multi-UAV Cooperative Sensing System,” IEEE Transactions on Wireless Communications, vol. 23, no. 10, pp. 14052-14065, Oct. 2024.（中科院一区）

[9] J. Mao, Z. Wei, B. Li, Rongqing Zhang*, and L. Song, “Towards Ever-Evolution Network Threats: A Hierarchical Federated Class-Incremental Learning Approach for Network Intrusion Detection in IIoT,”IEEE Internet of Things Journal, vol. 11, no. 18, pp. 29864-29877, Sept. 2024.（中科院一区）

[10] J. Zhang, Z. Wei, B. Liu, X. Wang, Y. Yu, and Rongqing Zhang*, “Cloud-Edge-Terminal Collaborative AIGC for Autonomous Driving,” IEEE Wireless Communications, vol. 31, no. 4, pp. 40-47, Aug. 2024.（中科院一区）

[11] Y. Shen, B. Li*, Rongqing Zhang, X. Cheng, and L. Yang, “A Flexible Load Balancing Scheme in Multi-UAV-Enabled Wireless Networks,” IEEE Transactions on Vehicular Technology, vol. 73, no. 6, pp. 9205-9210, Jun. 2024.

[12] Y. Hou, Z. Wei, Rongqing Zhang*, et al., “Hierarchical Task Offloading for Vehicular Fog Computing Based on Multi-Agent Deep Reinforcement Learning,” IEEE Transactions on Wireless Communications, vol. 23, no. 4, Apr. 2024.（中科院一区）

[13] Z. Wei, B. Li, Rongqing Zhang*, X. Cheng, and L. Yang, “Many-to-Many Task Offloading in Vehicular Fog Computing: A Multi-Agent Deep Reinforcement Learning Approach,” IEEE Transactions on Mobile Computing, vol. 23, no. 3, pp. 2107-2122, Mar. 2024.（CCF-A，ESI高被引）

[14] J. Si, J. Yang, Y. Xiang, H. Wang, L. Li, Rongqing Zhang*, et al., “TrajBERT: BERT-Based Trajectory Recovery with Spatial-Temporal Refinement for Implicit Sparse Trajectories,” IEEE Transactions on Mobile Computing, vol. 23, no. 5, pp. 4849-4860, May 2024.（CCF-A）

[15] Y. Hou, J. Zhao, Rongqing Zhang*, X. Cheng, and L. Yang, “UAV Swarm Cooperative Target Search: A Multi-Agent Reinforcement Learning Approach,” IEEE Transactions on Intelligent Vehicles, vol. 9, no. 1, Jan. 2024.（中科院一区，ESI高被引）

[16] C. Wang, Rongqing Zhang*, and B. Jiao, “Hybrid User Grouping with Heterogeneous Devices in NOMA-Enabled IoT Networks,” IEEE Transactions on Wireless Communications, vol. 22, no. 12, pp. 9564-9578, Dec. 2023.（中科院一区）

[17] Z. Wei, B. Li, Rongqing Zhang*, et al., “OCVC: An Overlapping-Enabled Cooperative Vehicular Fog Computing Protocol,” IEEE Transactions on Mobile Computing, vol. 22, no. 12, pp. 7406-7419, Dec. 2023.（CCF-A）

[18] Z. Wei, B. Li, Rongqing Zhang*, et al., “TBOMC: A Task-Block-Based Overlapping Matching-Coalition Scheme for Task Offloading in Vehicular Fog Computing,” IEEE Internet of Things Journal, vol. 10, no. 17, pp. 15209-15222, Sept. 2023.（中科院一区）

[19] Z. Wei, B. Li, Rongqing Zhang*, and X. Cheng, “Contract-Based Charging Protocol for Electric Vehicles With Vehicular Fog Computing: An Integrated Charging and Computing Perspective,” IEEE Internet of Things Journal, vol. 10, no. 9, pp. 7667-7680, May 2023.（中科院一区）

[20] X. Li, X. Hu, Rongqing Zhang, et al., “A Model-Driven Security Analysis Approach for 5G Communications in Industrial Systems,” IEEE Transactions on Wireless Communications, vol. 22, no. 2, pp. 889-902, Feb. 2023.（中科院一区）

[21] B. Li, S. Zhao, Rongqing Zhang*, and L. Yang, “Joint Transmit Power and Trajectory Optimization for Two-Way Multihop UAV Relaying Networks,” IEEE Internet of Things Journal, vol. 9, no. 23, pp. 24417-24428, Dec. 2022.（中科院一区）

[22] H. Wang, Rongqing Zhang*, X. Cheng, and L. Yang, “Hierarchical Traffic Flow Prediction Based on Spatial-Temporal Graph Convolutional Network,” IEEE Transactions on Intelligent Transportation Systems, vol. 23, no. 9, pp. 16137-16147, Sept. 2022.（中科院一区）

[23] S. Li, X. Hu, T. Jiang, Rongqing Zhang, et al., “Hop Count Distribution for Minimum Hop-Count Routing in Finite Ad Hoc Networks,” IEEE Transactions on Wireless Communications, vol. 21, no. 7, pp. 5317-5332, Jul. 2022.（中科院一区）

[24] Y. Wang, S. Zhao, Rongqing Zhang, et al., “Multi-Vehicle Collaborative Learning for Trajectory Prediction With Spatio-Temporal Tensor Fusion,” IEEE Transactions on Intelligent Transportation Systems, vol. 23, no. 1, pp. 236-248, Jan. 2022.（中科院一区，ESI高被引）

[25] Rongqing Zhang, R. Lu, X. Cheng, N. Wang, and L. Yang, “A UAV-Enabled Data Dissemination Protocol with Proactive Caching and File Sharing in V2X Networks,” IEEE Transactions on Communications, vol. 69, no. 6, pp. 3930-3942, Jun. 2021.

[26] W. Chen, S. Zhao, Rongqing Zhang*, et al., “Generalized User Grouping in NOMA: An Overlapping Perspective,” IEEE Transactions on Wireless Communications, vol. 20, no. 5, pp. 2876-2887, May 2021.（中科院一区）

[27] W. Chen, S. Zhao, Rongqing Zhang*, and L. Yang, “Generalized User Grouping in NOMA Based on Overlapping Coalition Formation Game,” IEEE Journal on Selected Areas in Communications, vol. 39, no. 4, pp. 969-981, Apr. 2021.（中科院一区，CCF-A）

[28] B. Li, S. Zhao, Rongqing Zhang*, and L. Yang, “Full-Duplex UAV Relaying for Multiple User Pairs,” IEEE Internet of Things Journal, vol. 8, no. 6, pp. 4657-4667, Mar. 2021.（中科院一区）

[29] W. Chen, S. Zhao, Rongqing Zhang*, et al., “UAV-Assisted Data Collection With Nonorthogonal Multiple Access,” IEEE Internet of Things Journal, vol. 8, no. 1, pp. 501-511, Jan. 2021.（中科院一区）

[30] B. Wang, Rongqing Zhang*, et al., “Graph-Based File Dispatching Protocol With D2D-Enhanced UAV-NOMA Communications in Large-Scale Networks,” IEEE Internet of Things Journal, vol. 7, no. 9, pp. 8615-8630, Sept. 2020.（中科院一区）

[31] W. Chen, S. Zhao, Q. Shi, and Rongqing Zhang*, “Resonant Beam Charging-Powered UAV-Assisted Sensing Data Collection,” IEEE Transactions on Vehicular Technology, vol. 69, no. 1, pp. 1086-1090, Jan. 2020.

[32] T. Yang, Rongqing Zhang, X. Cheng, and L. Yang, “Secure Massive MIMO Under Imperfect CSI: Performance Analysis and Channel Prediction,” IEEE Transactions on Information Forensics and Security, vol. 14, no. 6, pp. 1610-1623, Jun. 2019.（中科院一区，CCF-A）

[33] X. Cheng, Rongqing Zhang, and L. Yang, “Wireless Toward the Era of Intelligent Vehicles,” IEEE Internet of Things Journal, vol. 6, no. 1, pp. 188-202, Feb. 2019.（中科院一区）

[34] C. Chen, B. Wang, and Rongqing Zhang*, “Interference Hypergraph-Based Resource Allocation (IHG-RA) for NOMA-Integrated V2X Networks,” IEEE Internet of Things Journal, vol. 6, no. 1, pp. 161-170, Feb. 2019.（中科院一区）

[35] Rongqing Zhang, X. Cheng, and L. Yang, “Flexible Energy Management Protocol for Cooperative EV-to-EV Charging,” IEEE Transactions on Intelligent Transportation Systems, vol. 20, no. 1, pp. 172-184, Jan. 2019.（中科院一区）

1) 中国自动化学会网联智能专委会，秘书长

2) 上海市同济医院（三甲），双聘科研教授

3) IEEE ComSoC Asia Pacific Board (APB)，信息服务委员会副主席

4) 国际期刊IEEE Transactions on Vehicular Technology, Associate Editor

5) 国际期刊IET Communications, Associate Editor