基本信息
石远明  男  博导  上海科技大学
电子邮件: shiym@shanghaitech.edu.cn
通信地址: 上海市岳阳路319,8号楼217室
邮政编码:

招生信息

   
招生专业
081001-通信与信息系统
081002-信号与信息处理
招生方向
移动云接入网络
大数据系统优化

教育背景

2011-08--2015-08   香港科技大学   研究生学历,博士学位
2007-08--2011-07   清华大学   本科学历,学士学位

工作经历

   
工作简历
2015-08~现在, 上海科技大学, 副教授
2011-08~2015-08,香港科技大学, 研究生学历,博士学位
2007-08~2011-07,清华大学, 本科学历,学士学位

教授课程

概率论与数理统计
凸优化
优化与机器学习

专利与奖励

   
奖励信息
(1) IEEE 信号处理学会青年作者最佳论文奖, , 其他, 2017
(2) IEEE 通信学会马可尼论文奖, , 其他, 2016

出版信息

   
发表论文
(1) Fast computing von Neumann entropy for large-scale graphs via quadratic approximations, Linear Algebra and its Applications, 2020, 通讯作者
(2) LORM: Learning to optimize for resource management in wireless networks with few training samples, IEEE Transactions on Wireless Communications, 2020, 第 2 作者
(3) Blind over-the-air computation and data fusion via provable Wirtinger flow, IEEE Transactions on Signal Processing, 2020, 通讯作者
(4) Ranking from crowdsourced pairwise comparisons via smoothed Riemannian optimization, ACM Transactions on Knowledge Discovery from Data, 2020, 通讯作者
(5) Federated learning via over-the-air computation, IEEE Transactions on Wireless Communications, 2020, 通讯作者
(6) Blind demixing for low-latency communication, IEEE Transactions on Wireless Communications, 2019, 通讯作者
(7) Generalized low-rank optimization for topological cooperation in ultra-dense networks, IEEE Transactions on Wireless Communications, 2019, 通讯作者
(8) Data shuffling in wireless distributed computing via low-rank optimization, IEEE Transactions on Signal Processing, 2019, 通讯作者
(9) Flexible functional split design for downlink C-RAN with capacity-constrained fronthaul, IEEE Transactions on Vehicular Technology, 2019, 第 3 作者
(10) Joint activity detection and channel estimation for IoT networks: phase transition and computation-estimation tradeoff, IEEE Internet of Things Journal, 2019, 通讯作者
(11) The roadmap to 6G - AI empowered wireless networks, IEEE Communications Magazine, 2019, 第 3 作者
(12) Comparing large-scale graphs based on quantum probability theory, Applied Mathematics and Computation, 2019, 通讯作者
(13) Massive CSI acquisition for dense Cloud-RANs with spatial-temporal dynamics, IEEE Transactions on Wireless Communications, 2018, 第 2 作者
(14) Enhanced group sparse beamforming for dense green Cloud-RAN: A random matrix approach, IEEE Transactions on Wireless Communications, 2018, 第 1 作者
(15) Generalized sparse and low-rank optimization for ultra-dense networks, IEEE Wireless Communications Magazine, 2018, 第 1 作者
(16) Nonconvex demixing from bilinear measurements, IEEE Transactions on Signal Processing, 2018, 通讯作者
(17) Topological interference management with user admission control via Riemannian optimization, IEEE Transactions on Wireless Communications, 2017, 第 1 作者
(18) Layered group sparse beamforming for cache-enabled wireless networks, IEEE Transactions on Communications, 2017, 第 2 作者
(19) Smoothed Lp-minimization for green Cloud-RAN with user admission control, IEEE Journal on Selected Areas in Communication, 2016, 第 1 作者
(20) Low-rank matrix completion for topological interference management by Riemannian pursuit, IEEE Transactions on Wireless Communications, 2016, 第 1 作者
(21) Optimal stochastic coordinated beamforming for wireless cooperative networks with CSI uncertainty, IEEE Transactions on Signal Processing, 2015, 第 1 作者
(22) Large-scale convex optimization for ultra-dense Cloud-RAN, IEEE Wireless Communications Magazine, 2015, 第 1 作者
(23) Robust group sparse beamforming for multicast green Cloud-RAN with imperfect CSI, IEEE Transactions on Signal Processing, 2015, 第 1 作者
(24) Large-scale convex optimization for dense wireless cooperative networks, IEEE Transactions on Signal Processing, 2015, 第 1 作者
(25) Group sparse beamforming for green Cloud-RAN, IEEE Transactions on Wireless Communications, 2014, 第 1 作者
发表著作
Low-overhead Communications in IoT Networks: Structured Signal Processing Approaches, Springer, 2020-06, 第 1 作者

科研活动

   
科研项目
( 1 ) 科研启动经费, 负责人, 研究所自主部署, 2015-10--2018-10
( 2 ) 触感网络中移动边界计算的研究, 负责人, 国家任务, 2017-01--2019-12
( 3 ) 密集移动雾计算接入 网络中大规模优化算法, 负责人, 地方任务, 2016-06--2019-05
参与会议
(1)Mobile Edge Artificial Intelligence: Opportunities and Challenges   2019-12-09
(2)Sparse and Low-Rank Optimization for Dense Wireless Networks: Models, Algorithms and Theory   2018-08-06
(3)Sparse and Low-Rank Optimization for Dense Wireless Networks: Models, Algorithms and Theory   2017-12-04