Prof. Qingjiang Shi (史清江)

Office：312@Jishi Building

Email：shiqj AT tongji DOT edu DOT cn,

Google Scholar: https://scholar.google.com/citations?user=8xoKeR0AAAAJ&hl=zh-CN

欢迎具有强烈成功欲望、学习能力强、数理编程基础良好的同学报考硕/博士研究生，也欢迎学有余力且能够坚持的本科生加入网络与机器智能实验室从事人工智能/优化算法与应用方面的研究，将为大家推荐名校深造和名企实习的机会。实验室目前的项目主要包括国家重点研发计划、国家自然科学基金与企业院所委托的工程项目。注：方向1招生原则上要求学生是电子/通信/网络/数学相关专业毕业。

Recent research directions/近期研究方向:

1. 网络系统优化（Intelligent communication and networking）

    大规模天线系统 (预编码、均衡、信道估计)，无线资源调度（用户配对、MCS选择、功率控制），网络性能建模与优化（信道建模，覆盖优化等），AI-RAN

2. 空间感知与计算（Spatial sensing and computing）

    空间目标检测/识别/定位、低空安防、无人机巡检、无人机网络规划（用频规划，轨迹规划）等

3. 大模型技术及应用（LLM technology and applications）

    低成本训练推理、多智能体协同等技术以及在医疗/运营/生活服务中的垂直应用

Brief intro/简介:   Dr. Qingjiang Shi received his Ph.D. degree in electronic engineering from Shanghai Jiao Tong University, Shanghai, China, in 2011. From September 2009 to September 2010, he visited Prof. Z.-Q. (Tom) Luo's research group at the University of Minnesota, Twin Cities. In 2011, he worked as a Research Scientist at Bell Labs China. From 2012, He was with the School of Information and Science Technology at Zhejiang Sci-Tech University. From Feb. 2016 to Mar. 2017, he worked as a research fellow at Iowa State University, USA. From 2018, He is currently a professor with the School of Computer Science and Technology at Tongji University. His interests lie in algorithm design and analysis with applications in machine learning, signal processing and wireless networks. So far he has published more than 100+ IEEE journals and filed more than 50 national patents.

Dr. Shi has served on the editorial board of IEEE TRANSACTIONS ON SIGNAL PROCESSING as an Associate Editor. He was the recipient of the IEEE Signal Processing Society Best Paper Award in 2022, the Second Prize of Zhejiang Provincial Natural Science Award in 2023, the Excellent Technical Cooperation Award From Huawei Wireless Network Product Line in 2024, the Huawei Technical Cooperation Achievement Transformation Award (2nd Prize) in 2022, the Huawei Outstanding Technical Achievement Award in 2021, the Golden Medal at the 46th International Exhibition of Inventions of Geneva in 2018, the First Prize of Science and Technology Award from China Institute of Communications in 2017, the National Excellent Doctoral Dissertation Nomination Award in 2013, the Shanghai Excellent Doctoral Dissertation Award in 2012, and the Best Paper Award from the IEEE PIMRC'09 conference.

Recent works/近期代表性工作:

[1] X. Zhao and Q. Shi, "A Universal Low-Dimensional Subspace Structure in Beamforming Design: Theory and Applications," IEEE Transactions on Signal Processing, vol. 73, pp. 1775-1791, 2025

[2] Y. Dong, X. Jiang, H. Zhou, Y. Lin, Q. Shi, "SR2CNN: Zero-Shot Learning for Signal Recognition", IEEE Transactions on Signal Processing, 2021, vol. 69, pp. 2316-2329, 2021.

[3] Q. Shi and M. Hong, "Penalty Dual Decomposition Method For Nonsmooth Nonconvex Optimization—Part I&II: Algorithms and Applications," IEEE Transactions on Signal Processing, 2020. doi: 10.1109/TSP.2020.3001906.

[4] P. He, Y. Tang, F. Xu and Q. Shi, "Optimization-Inspired Graph Neural Network for Cellular Network Optimization," IEEE Transactions on Mobile Computing, vol. 24, no. 7, pp. 6446-6459, July 2025

荣誉与获奖

1) 2024年华为无线产品线优秀技术合作奖

2）2023年浙江省自然科学二等奖（序1）

3）2022 IEEE信号处理协会最佳论文奖

4）2020-2025爱思唯尔中国高被引学者

5）2022年华为技术合作成果转化二等奖

6）2020年华为优秀技术成果奖

7）2017年任国际信号处理顶级期刊IEEE Trans. Signal Process.编委

8）2018年获日内瓦国际发明展发明金奖

9）2018年获中国通信学会自然科学一等奖

10）2014年获得全国百篇优秀博士学位论文提名奖

11）2013年获得上海市研究生优秀成果（博士学位论文）奖

12）2009年获得国际个人移动通信领域IEEE PIMRC会议最佳论文奖，

13）2019年获得全国Intel杯人工智能软件创新大赛一等奖（优秀指导教师）

14）2019年获第五届中国“互联网+”大学生创新创业大赛上海赛区一等奖（优秀指导教师）

近期主持的部分项目:

【1】国家重点研发计划项目，学习优化理论与方法及其在5G中的应用，2022YFA1003900，2023.1-2027.12，在研，主持

【2】国家自然科学基金重点项目，大规模通信信号处理的分布式机器学习方法，62231019， 2023.1-2027.12，在研，主持

【3】国家重点研发计划（政府间国际合作重点专项）项目，基于物联网和大数据的智能建筑管理关键技术研究，2017YFE0119300，2019.1-2021.12，结题，主持

【4】中国电信公司，大模型驱动的陪伴机器人关键技术，2025.1-2027.12，在研，主持

【5】中电科某所委托，低零感知与计算技术，2023.9-2024.9，在研，主持