史清江，男，博士，同濟大學軟體學院教授。
基本介紹
- 中文名：史清江
- 畢業院校：上海交通大學通信與信息系統專業
- 學位/學歷：博士
- 專業方向：網路與機器智慧型實驗室從事人工智慧算法與套用
- 就職院校：同濟大學軟體學院
- 職稱：教授
研究方向,個人經歷,科研成果,
研究方向
1. Spatio-temporal big data processing
2. Distributed AI over IoT
3. Machine learning formultimediaprocessing
4. Resource management for wireless networks
5. Optimization methods and large-scale computing
個人經歷
Dr. Qingjiang Shi received his Ph.D. degree in electronicengineering 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 Software Engineering at Tongji University. His interests lie in algorithm design and analysis with applications in machine learning, signal processing andwireless networks. So far he has published more than 40 IEEE journals (fivepapers wereESI highly cited papers and one was nominated as the best paper award of IEEE Signal Processing Society in 2016) and filed more than 15 national patents.
科研成果
[1] City traffic flow prediction with incomplete data using constrained PPCA and LSTM, joint work with S. Zhao and Q. Jiang, submitted to IEEE J-IOT, 2018.
[2] Learning to optimize: training deep neural networks for interference management, joint work withH. Sun, X. Chen, M. Hong, X. Fu, N. Sidiropoulos, IEEE T-SP, vol. 66, no. 20, pp. 5438-5453,2018
[3] Penalty dual decomposition method for nonsmooth optimization, Part I & II,joint work with M. Hong, X. Fu, T.-S. Chang,submitted to IEEE T-SP,2018.
[4] Anchor-free correlated topic modeling, joint work with X. Fu, K. Huang, N. Sidiropoulos, M. Hong, IEEE T-PAMI, early access, 2018.
[5] Inexact block coordinate descent methods for symmetric nonnegative matrix factorization, joint work with H. Sun, S. Lu, M. Hong, M. Razaviyayan, IEEE T-SP, vol. 65, no. 22, pp. 5995-6008, 2017.
