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Prof. Yuanming Shi / 石远明 助理教授、研究员

电 话:(021) 60213013
Email :shiym@@shanghaitech.edu.cn
办公室:上海市浦东新区华夏中路393号信息学院1C-403C室
个人主页: http://shiyuanming.github.io/
专业方向: 信息与通信工程
石远明 研究组招聘广告(点击进入)

研究领域

  • 智能物联网与智慧城市
  • 密集无线通信网络
  • 计算大数据分析
  • 复杂与社交网络
  • 优化建模与算法
  • 统计与深度机器学习

个人简历

石远明博士于2011年7月获得清华大学电子工程学士学位,其中2007年8月至2009年7月于数学物理基础科学班学习; 2015年8月获得香港科技大学电子及计算机工程博士学位,师从Khaled B. Letaief教授。他于2015年9月加入上海科技大学信息科学与技术学院任助理教授、研究员、博导。他于2016年10月至2017年2月期间任加州大学伯克利分校访问学者,访问Martin J. Wainwright教授。他的研究成果荣获2016 IEEE Marconi Prize Paper Award (马可尼论文奖),以及2016 IEEE信号处理学会最佳青年作者论文奖。他主要的研究方向为智能物联网与智慧城市,密集无线通信网络,计算大数据分析,社交网络与复杂网络,凸优化与非凸优化,机器学习理论及算法,统计理论,以及信号处理。

代表性论文

1. K. Yang, Y. Shi, and Z. Ding, \Generalized low-rank optimization for topological cooperation in ultra-dense networks," to be submitted to IEEE Trans. Signal Process., Jan. 2018.
2. J. Dong, K. Yang, and Y. Shi, \Ranking from crowdsourced pairwise comparisons via smoothed Riemannian optimization," submitted to IEEE Trans. Big Data, Nov. 2017.
3. J. Dong, K. Yang, and Y. Shi, \Blind demixing for low-latency communication," submitted to IEEE Trans. Wireless Commun., Oct. 2017.
4. H. Choi, S. Kim, and Y. Shi, \Geometric mean of partial positive definite matrices with missing entries," submitted to IEEE Trans. Signal Process., Aug. 2017.
5. 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.
6. 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.
7. 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)
8. 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. 
9. 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.
10. Y. Shi, J. Zhang, and K. B. Letaief, “Optimal stochastic coordinated beamforming for wireless cooperative networks with CSI uncertainty,” IEEE Trans. Signal Process., vol. 63,, no. 4, pp. 960-973, Feb. 2015. 
11. Y. Shi, J. Zhang, and K. B. Letaief, “Group sparse beamforming for green Cloud-RAN,” IEEE Trans. Wireless Commun., vol. 13, no. 5, pp. 2809-2823, May 2014. (The 2016 Marconi Prize Paper Award)