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| 个人简介 |  |
| 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。 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。 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。 2019年1月任上海科技大学信息科学与技术学院常任副教授。 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。 |
| 主要研究内容 | |
| •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 |
| 代表性论文 | |
| 1. J. Dong, K. Yang, andY. 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, andZ. Ding, “Generalized low-rank optimization for topological cooperation inultra-dense networks,” submitted to IEEETrans. Wireless Commun., Mar. 2018.
5. Y. Shi, J. Zhang, W.Chen, and K. B. Letaief, “Generalized sparse and low-rank optimization forultra-dense networks,” IEEE Commun. Mag.,to appear, 2018.
6. Y. Shi, J. Zhang, W. Chen, and K. B. Letaief, “Enhanced group sparsebeamforming 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 sparsebeamforming 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 managementwith 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 fortopological 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 greenCloud-RAN with user admission control,” IEEEJ. 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-scaleconvex optimization for dense wireless cooperative networks,” IEEE Trans. Signal Process., vol. 63,no. 18, pp. 4729-4743, Sept. 2015. (The2016 IEEE Signal Processing Society Young Author Best Paper Award)
12. Y. Shi, J. Zhang, and K. B. Letaief, “Robust group sparse beamformingfor 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-scaleconvex 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 coordinatedbeamforming 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, “Groupsparse beamforming for green Cloud-RAN,” IEEETrans. Wireless Commun., vol. 13, no. 5, pp. 2809-2823, May 2014. (The 2016 Marconi Prize Paper Award) |
