Yuanming Shi
Assistant Professor, PI
Information Science and Technology
Shanghai Tech University
China
Biography
Dr. Shi received the B.S. degree in electronic engineering from Tsinghua University, Beijing, China, in 2011. He received the Ph.D. degree in electronic and computer engineering from The Hong Kong University of Science and Technology (HKUST), in 2015, under the supervision of Prof. Khaled B. Letaief. Since September 2015, he has been with the School of Information Science and Technology in ShanghaiTech University, as a tenure-track Assistant Professor. He visited University of California, Berkeley, CA, USA, from October 2016 to February 2017, hosted by Prof. Martin J. Wainwright. Dr. Shi is a recipient of the 2016 IEEE Marconi Prize Paper Award in Wireless Communications, and the 2016 Young Author Best Paper Award by the IEEE Signal Processing Society. His research areas include intelligent IoT and smart city, dense wireless communication networks, computational big data analytics, complex and social networks, by leveraging and developing the tools from convex and nonconvex optimization, deep machine learning and statistics, and signal processing.
Research Interest
His research focuses on optimization, statistics, computation and communication for network science, data science, information science and machine learning, including: *Intelligent IoT and smart city *Complex and social networks *Dense communication networks *Computational big data analytics *Convex and nonconvex optimization *Statistical and deep machine learning
Publications
-
Y. Shi, J. Zhang, K. B. Letaief, B. Bai, and W. Chen, “Large-scale convex optimization for ultra-dense Cloud-RAN,†IEEE Wireless Commun. Mag., vol. 22, no. 3, pp. 84-91, Jun. 2015.
-
Y. Shi, J. Zhang, and K. B. Letaief, “Robust group sparse beamforming for multicast green Cloud-RAN with imperfect CSI,†IEEE Trans. Signal Process., vol. 63, no. 17, pp. 4647-4659, Sept. 2015.
-
Y. Shi, J. Zhang, B. O’Donoghue, and K. B. Letaief, “Large-scale convex optimization for dense wireless cooperative networks,†IEEE Trans. Signal Process., vol. 63, no. 18, pp. 4729-4743, Sept. 2015. (The 2016 IEEE Signal Processing Society Young Author Best Paper Award)
-
Y. Shi, J. Cheng, J. Zhang, B. Bai, W. Chen and K. B. Letaief, “Smoothed Lp-minimization for green Cloud-RAN with user admission control,†IEEE J. Select. Areas Commun., vol. 34, no. 4, pp. 1-15, Apr. 2016.
-
Y. Shi, J. Zhang, and K. B. Letaief, “Low-rank matrix completion for topological interference management by Riemannian pursuit,†IEEE Trans. Wireless Commun., vol. 15, no. 7, pp. 1-15, Jul. 2016.
