基本信息
刘亚锋  男  博导  中国科学院数学与系统科学研究院
电子邮件: yafliu@lsec.cc.ac.cn
通信地址: 北京市海淀区中关村东路55号
邮政编码: 100190

招生信息

   
招生专业
070102-计算数学
070105-运筹学与控制论
招生方向
最优化计算方法与应用
无线通信,信号处理

教育背景

2011-02--2012-02   美国明尼苏达大学   学术访问
2007-08--2012-07   中国科学院数学与系统科学研究院   理学博士
2003-08--2007-07   西安电子科技大学   理学学士

工作经历

   
工作简历
2018-04~现在, 中国科学院数学与系统科学研究院, 副研究员
2012-07~2018-04,中国科学院数学与系统科学研究院, 助理研究员

教授课程

凸分析与优化

专利与奖励

   
奖励信息
(1) IEEE声学、语音与信号处理国际会议最佳学生论文奖, , 其他, 2022
(2) IEEE通信学会亚太地区杰出青年学者奖, 其他, 2020
(3) 陈景润未来之星, 研究所(学校), 2018
(4) 中国运筹学会科学技术奖青年科技奖, 其他, 2018
(5) 中国科学院数学与系统科学研究院突出科研成果奖, 研究所(学校), 2013
(6) 2011年 IEEE 国际通信大会最佳论文奖, , 其他, 2011

出版信息

   
发表论文
(1) High Order PSK Modulation in Massive MIMO Systems With 1-Bit ADCs, IEEE TRANSACTIONS ON WIRELESS COMMUNICATIONS, 2021, 第 4 作者
(2) AN EFFICIENT QUADRATIC PROGRAMMING RELAXATION BASED ALGORITHM FOR LARGE-SCALE MIMO DETECTION, SIAM JOURNAL ON OPTIMIZATION, 2021, 第 4 作者
(3) Time-Division Energy Beamforming for Multiuser Wireless Power Transfer With Non-Linear Energy Harvesting, IEEE WIRELESS COMMUNICATIONS LETTERS, 2021, 第 3 作者
(4) Max-Min Fairness in IRS-Aided Multi-Cell MISO Systems With Joint Transmit and Reflective Beamforming, IEEE TRANSACTIONS ON WIRELESS COMMUNICATIONS, 2021, 第 3 作者
(5) AggreFlow: Achieving Power Efficiency, Load Balancing, and Quality of Service in Data Center Networks, IEEE-ACM TRANSACTIONS ON NETWORKING, 2021, 第 3 作者
(6) Max-Min Fairness in IRS-Aided Multi-Cell MISO Systems via Joint Transmit and Reflective Beamforming, 2020, 第 2 作者
(7) An Enhanced SDR Based Global Algorithm for Nonconvex Complex Quadratic Programs With Signal Processing Applications, IEEE OPEN JOURNAL OF SIGNAL PROCESSING, 2020, 通讯作者
(8) Set-completely-positive representations and cuts for the max-cut polytope and the unit modulus lifting, JOURNAL OF GLOBAL OPTIMIZATION, 2020, 第 3 作者
(9) Preface: special issue of MOA 2018, JOURNAL OF GLOBAL OPTIMIZATION, 2020, 通讯作者
(10) Optimal Virtual Network Function Deployment for 5G Network Slicing in a Hybrid Cloud Infrastructure, IEEE TRANSACTIONS ON WIRELESS COMMUNICATIONS, 2020, 第 2 作者
(11) Max-Min Fairness in IRS-Aided Multi-Cell MISO Systems via Joint Transmit and Reflective Beamforming, ICC 2020 - 2020 IEEE INTERNATIONAL CONFERENCE ON COMMUNICATIONS (ICC), 2020, 第 2 作者
(12) Physical-Layer Multicasting Design for Downstream G.fast DSL Transmission, IEEE ACCESS, 2019, 第 2 作者
(13) TIGHTNESS OF A NEW AND ENHANCED SEMIDEFINITE RELAXATION FOR MIMO DETECTION, SIAM JOURNAL ON OPTIMIZATION, 2019, 通讯作者
(14) Max-Min Fairness User Scheduling and Power Allocation in Full-Duplex OFDMA Systems, IEEE TRANSACTIONS ON WIRELESS COMMUNICATIONS, 2019, 第 3 作者
(15) Two Optimization Problems in Wireless Communication System Design and Related Optimization Methods, Operations Research Transactions, 2019, 通讯作者
(16) Optimal Computational Resource Allocation and Network Slicing Deployment in 5G Hybrid C-RAN, ICC 2019 - 2019 IEEE INTERNATIONAL CONFERENCE ON COMMUNICATIONS (ICC), 2019, 第 1 作者
(17) Covariance Based Joint Activity and Data Detection for Massive Random Access with Massive MIMO, ICC 2019 - 2019 IEEE INTERNATIONAL CONFERENCE ON COMMUNICATIONS (ICC), 2019, 第 2 作者
(18) On the Nonergodic Convergence Rate of an Inexact Augmented Lagrangian Framework for Composite Convex Programming, MATHEMATICS OF OPERATIONS RESEARCH, 2019, 通讯作者
(19) ON THE EQUIVALENCE OF SEMIDIFINITE RELAXATIONS FOR MIMO DETECTION WITH GENERAL CONSTELLATIONS, 2019 IEEE INTERNATIONAL CONFERENCE ON ACOUSTICS, SPEECH AND SIGNAL PROCESSING (ICASSP), 2019, 通讯作者
(20) Joint Switch Upgrade and Controller Deployment in Hybrid Software-Defined Networks, IEEE JOURNAL ON SELECTED AREAS IN COMMUNICATIONS, 2019, 通讯作者
(21) 无线通信系统设计中的两个优化问题和相关优化方法, Two optimization problems in wireless communication system design and related optimization methods, 运筹学学报, 2019, 第 1 作者
(22) CLOUD RADIO ACCESS NETWORK WITH OPTIMIZED BASE-STATION CACHING, 2018 IEEE INTERNATIONAL CONFERENCE ON ACOUSTICS, SPEECH AND SIGNAL PROCESSING (ICASSP), 2018, 第 2 作者
(23) Joint Base Station Clustering and Beamforming for Non-Orthogonal Multicast and Unicast Transmission With Backhaul Constraints, IEEE TRANSACTIONS ON WIRELESS COMMUNICATIONS, 2018, 第 3 作者
(24) Optimal estimation of sensor biases for asynchronous multi-sensor data fusion, MATHEMATICAL PROGRAMMING, 2018, 第 2 作者
(25) QoS-Based Linear Transceiver Optimization for Full-Duplex Multiuser Communications, IEEE TRANSACTIONS ON SIGNAL PROCESSING, 2018, 第 2 作者
(26) Incentivizing Wi-Fi Network Crowdsourcing: A Contract Theoretic Approach, IEEE-ACM TRANSACTIONS ON NETWORKING, 2018, 第 3 作者
(27) One-Bit Precoding and Constellation Range Design for Massive MIMO With QAM Signaling, IEEE JOURNAL OF SELECTED TOPICS IN SIGNAL PROCESSING, 2018, 第 2 作者
(28) Preface: Special issue of MOA 2016, JOURNAL OF GLOBAL OPTIMIZATION, 2018, 通讯作者
(29) Optimized Base-Station Cache Allocation for Cloud Radio Access Network With Multicast Backhaul, IEEE JOURNAL ON SELECTED AREAS IN COMMUNICATIONS, 2018, 第 2 作者
(30) UPLINK AND DOWNLINK USER PAIRING IN FULL-DUPLEX MULTI-USER SYSTEMS: COMPLEXITY AND ALGORITHMS, 2017 IEEE INTERNATIONAL CONFERENCE ON ACOUSTICS, SPEECH AND SIGNAL PROCESSING (ICASSP), 2017, 第 2 作者
(31) A new fully polynomial time approximation scheme for the interval subset sum problem, JOURNAL OF GLOBAL OPTIMIZATION, 2017, 通讯作者
(32) Dynamic Spectrum Management: A Complete Complexity Characterization, IEEE TRANSACTIONS ON INFORMATION THEORY, 2017, 通讯作者
(33) Network Slicing for Service-Oriented Networks Under Resource Constraints, IEEE JOURNAL ON SELECTED AREAS IN COMMUNICATIONS, 2017, 通讯作者
(34) Flexible Multiple Base Station Association and Activation for Downlink Heterogeneous Networks, IEEE SIGNAL PROCESSING LETTERS, 2017, 第 2 作者
(35) An Efficient Global Algorithm for Single-Group Multicast Beamforming, IEEE TRANSACTIONS ON SIGNAL PROCESSING, 2017, 通讯作者
(36) Joint Power and Admission Control Based on Channel Distribution Information: A Novel Two-Timescale Approach, IEEE SIGNAL PROCESSING LETTERS, 2017, 通讯作者
(37) Economic Analysis of Crowdsourced Wireless Community Networks, IEEE TRANSACTIONS ON MOBILE COMPUTING, 2017, 第 3 作者
(38) Wireless Multicast for Cloud Radio Access Network with Heterogeneous Backhaul, 2017 FIFTY-FIRST ASILOMAR CONFERENCE ON SIGNALS, SYSTEMS, AND COMPUTERS, 2017, 通讯作者
(39) LLE Score: A New Filter-Based Unsupervised Feature Selection Method Based on Nonlinear Manifold Embedding and Its Application to Image Recognition, IEEE TRANSACTIONS ON IMAGE PROCESSING, 2017, 第 2 作者
(40) A TWO-STAGE OPTIMIZATION APPROACH TO THE ASYNCHRONOUS MULTI-SENSOR REGISTRATION PROBLEM, 2017 IEEE INTERNATIONAL CONFERENCE ON ACOUSTICS, SPEECH AND SIGNAL PROCESSING (ICASSP), 2017, 第 1 作者
(41) Joint Multicast and Unicast Beamforming for the MISO Downlink Interference Channel, 2017 IEEE 18TH INTERNATIONAL WORKSHOP ON SIGNAL PROCESSING ADVANCES IN WIRELESS COMMUNICATIONS (SPAWC), 2017, 通讯作者
(42) Sample Approximation-Based Deflation Approaches for Chance SINR-Constrained Joint Power and Admission Control, IEEE TRANSACTIONS ON WIRELESS COMMUNICATIONS, 2016, 通讯作者
(43) Decomposition by Successive Convex Approximation: A Unifying Approach for Linear Transceiver Design in Heterogeneous Networks, IEEE TRANSACTIONS ON WIRELESS COMMUNICATIONS, 2016, 通讯作者
(44) A smoothing SQP framework for a class of composite minimization over polyhedron, MATHEMATICAL PROGRAMMING, 2016, 通讯作者
(45) L-p-NORM REGULARIZATION ALGORITHMS FOR OPTIMIZATION OVER PERMUTATION MATRICES, SIAM JOURNAL ON OPTIMIZATION, 2016, 第 2 作者
(46) A Contract-Based Incentive Mechanism for Crowdsourced Wireless Community Networks, 2016 14TH INTERNATIONAL SYMPOSIUM ON MODELING AND OPTIMIZATION IN MOBILE, AD HOC, AND WIRELESS NETWORKS (WIOPT), 2016, 第 2 作者
(47) A Smoothing SQP Framework for a Class of Composite Lq Minimization over Polyhedron, Mathematical Programming, 2016, 第 1 作者
(48) Time and Location Aware Mobile Data Pricing, IEEE TRANSACTIONS ON MOBILE COMPUTING, 2016, 第 2 作者
(49) Joint Power and Admission Control: Non-Convex L-q Approximation and An Effective Polynomial Time Deflation Approach, IEEE TRANSACTIONS ON SIGNAL PROCESSING, 2015, 通讯作者
(50) AN ITERATIVE REWEIGHTED MINIMIZATION FRAMEWORK FOR JOINT CHANNEL AND POWER ALLOCATION IN THE OFDMA SYSTEM, 2015 IEEE INTERNATIONAL CONFERENCE ON ACOUSTICS, SPEECH, AND SIGNAL PROCESSING (ICASSP), 2015, 通讯作者
(51) On the Complexity of Joint Subcarrier and Power Allocation for Multi-User OFDMA Systems, IEEE TRANSACTIONS ON SIGNAL PROCESSING, 2014, 通讯作者
(52) Base Station Activation and Linear Transceiver Design for Optimal Resource Management in Heterogeneous Networks, IEEE TRANSACTIONS ON SIGNAL PROCESSING, 2014, 第 3 作者
(53) Time and Location Aware Mobile Data Pricing, 2014 IEEE INTERNATIONAL CONFERENCE ON COMMUNICATIONS (ICC), 2014, 第 1 作者
(54) ON THE USE OF POWELL'S RESTART STRATEGY TO CONJUGATE GRADIENT METHODS, PACIFIC JOURNAL OF OPTIMIZATION, 2014, 第 4 作者
(55) Max-Min Fairness Linear Transceiver Design for a Multi-User MIMO Interference Channel, IEEE TRANSACTIONS ON SIGNAL PROCESSING, 2013, 通讯作者
(56) Joint Power and Admission Control via Linear Programming Deflation, IEEE TRANSACTIONS ON SIGNAL PROCESSING, 2013, 通讯作者
(57) Max-Min Fairness Linear Transceiver Design Problem for a Multi-User SIMO Interference Channel is Polynomial Time Solvable, IEEE SIGNAL PROCESSING LETTERS, 2013, 通讯作者
(58) Transmit Solutions for MIMO Wiretap Channels using Alternating Optimization, IEEE JOURNAL ON SELECTED AREAS IN COMMUNICATIONS, 2013, 第 4 作者
(59) 无线通信中的最优资源分配―复杂性分析与算法设计, 中国科学:数学, 2013, 第 1 作者
(60) Distributionally robust joint power and admission control via socp deflation, 2013 IEEE 14TH WORKSHOP ON SIGNAL PROCESSING ADVANCES IN WIRELESS COMMUNICATIONS (SPAWC), 2013, 通讯作者
(61) 无线通信中的最优资源分配—复杂性分析与算法设计, 2012, 第 1 作者
(62) Coordinated Beamforming for MISO Interference Channel: Complexity Analysis and Efficient Algorithms, IEEE TRANSACTIONS ON SIGNAL PROCESSING, 2011, 通讯作者
(63) On the Complexity of Leakage Interference Minimization for Interference Alignment, SPAWC 2011: 2011 IEEE 12TH INTERNATIONAL WORKSHOP ON SIGNAL PROCESSING ADVANCES IN WIRELESS COMMUNICATIONS, 2011, 通讯作者
(64) QoS-Based Linear Transceiver Optimization for Full-Duplex Multi-User Communications, 第 1 作者
(65) On the non-ergodic convergence rate of an inexact augmented Lagrangian framework for composite convex programming, 第11作者

科研活动

   
科研项目
( 1 ) 无线通信中几类优化问题的研究, 负责人, 国家任务, 2014-01--2016-12
( 2 ) 5G移动通信最优资源配置:稀疏优化模型与算法, 负责人, 国家任务, 2017-01--2020-12
( 3 ) 面向信息技术的优化理论和方法, 参与, 国家任务, 2014-01--2018-12
( 4 ) 支持大数据分析的优化理论与方法研究, 参与, 国家任务, 2017-01--2021-12
( 5 ) 混合0-1非凸二次约束二次规划问题的理论算法及应用研究, 参与, 国家任务, 2016-01--2019-12
( 6 ) 最优化方法与应用, 负责人, 国家任务, 2021-01--2023-12

指导学生

现指导学生

汪思维  硕士研究生  070102-计算数学  

王子岳  硕士研究生  070102-计算数学  

范熙来  硕士研究生  070102-计算数学  

武哲宇  博士研究生  070102-计算数学