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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

  • 人工智能与大数据
  • 物联网与通信网络
  • 深度与强化学习
  • 高维概率与统计
  • 优化理论与算法

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(2007-2009学年于“数学物理基础科学班”培养); 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。他于2016年秋季学期任加州大学伯克利分校访问教授,访问统计机器学习领域Martin J. Wainwright教授。他的研究成果荣获2016 IEEE通信学会马可尼最佳论文奖(无线通信领域最重要学术奖项之一),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深度与强化学习,大规模优化,高维统计,及其在人工智能、大数据、物联网以及通信网络中的应用。

代表性论文

1. J. Dong, K. Yang, and Y. Shi, “Blind demixing for low-latency communication,” submitted to IEEE Trans. Wireless Commun., Apr. 2018.

2. J. Dong and Y. Shi, “Nonconvex demixing from bilinear measurements,” submitted to IEEE Trans. Signal Process., Mar. 2018.

3. T. Jiang and Y. Shi, “Phase transitions of massive device connectivity via convex geometry,” submitted to IEEE Trans. Commun., Mar. 2018.

4. K. Yang, Y. Shi, and Z. Ding, “Generalized low-rank optimization for topological cooperation in ultra-dense networks,” submitted to IEEE Trans. Wireless Commun., Mar. 2018.

5. Y. Shi, J. Zhang, W. Chen, and K. B. Letaief, “Generalized sparse and low-rank optimization for ultra-dense networks,” IEEE Commun. Mag., to appear, 2018.

6. Y. Shi, J. Zhang, W. Chen, and K. B. Letaief, “Enhanced group sparse beamforming for dense green Cloud-RAN: A random matrix approach,” IEEE Trans. Wireless Commun., vol. 17, no. 4, pp. 2511-2524, Apr. 2018.

7. X. Peng, Y. Shi, J. Zhang, and K. B. Letaief, “Layered group sparse beamforming for cache-enabled wireless networks,” IEEE Trans. Commun., vol. 65, no. 12, pp. 5589-5603, Nov. 2017.

8. Y. Shi, B. Mishra, and W. Chen, “Topological interference management with user admission control via Riemannian optimization,” IEEE Trans. Wireless Commun., vol. 16, no. 11, pp. 7362-7375, Nov. 2017.

9. 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.

10. 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.

11. 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)

12. 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. 

13. 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.

14. 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. 

15. 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)