高明杰
通讯地址：广州市大学城外环西路203号广州大学文清楼
邮编：510006
电子邮箱：mjgao@gzhu.edu.cn
系 所：统计系
个人简历
高明杰，广州大学经济与统计学院教师。2013年11月毕业于香港理工大学获哲学博士学位。主要从事最优化理论和应用研究，在半定规划和半无限规划，麦克风阵列组成的传感器网络的定位，随机半定规划和随机半无限规划的渐近性质和统计推断方面取得系列成果。主持国家自然科学基金青年项目一项，主持广东省自然科学基金面上项目一项。
科研项目
1. 广东省自然科学基金面上项目：随机规划的渐进分析和随机梯度算法（2021A1515010368），立项经费10万元。2021年1月-2023年12月，已结项，主持。
2. 国家自然科学基金青年科学基金：随机半定和半无限规划的渐进性质、统计推断及在传感器网络中的应用（11801184），立项经费25万元。2019年1月-2021年12月，已结项，主持。
发表论文
Mingjie Gao and Ka-Fai Cedric Yiu, Moderate deviations for stochastic variational inequalities, Optimization, 73(7), 2024, 2277-2311.
Mingjie Gao and Ka-Fai Cedric Yiu, Moderate deviations and invariance principles for sample average approximations, Siam Journal on Optimization, 33(2), 2023, 816-841.
Mingjie Gao and Ka-Fai Cedric Yiu, Asymptotc behaviors and confidence intervals for the number of operating sensors in a sensor network, IEEE Transactions on Information Theory, 69(1), 2023, 548-560.
Qi He, Mingjie Gao, Ka-Fai Cedric Yiu and Sven Nordholm, Distributed microphone array localization problem via SDP-SOCP method, IEEE/ACM Transactions on Audio, Speech and Language Processing, 31, 2023, 3579-3588.
Mingjie Gao and Ka-Fai Cedric Yiu, On the simultaneous design of broadband beamformer filters and configurations, Numerical Algebra, Control and Optimization, 13(2), 2022, 328-339.
Mingjie Gao and Ka-Fai Cedric Yiu, Asymptotc behaviors of semidefinite programming with a covariance perturbation, Optimization Letters, 13(7), 2019, 1631-1649.
Mingjie Gao, Ka-Fai Cedric Yiu and Soon-Yi Wu, A perturbation exchange algorithm for convex semi-infinite programming with applications in sparse beamformer design, Pacific Journal of Optimization, 14(1), 2018, 15-30.
Mingjie Gao, Ka-Fai Cedric Yiu and Sven Nordholm, On the sparse beamformer design, Sensors, 18(10), 2018, 1-12.
Mingjie Gao, Ka-Fai Cedric Yiu, Sven Nordholm and Yinyu Ye, On a new SDP-SOCP method for acoustic source localization problem, ACM Transactions on Sensor Networks, 12(4), 2016, 36:1-26.
M.J. Gao and K.F.C. Yiu, Beamformer design with sparse filters, Digital Signal Processing, 2015, 1135-1137.
K.F.C. Yiu, M.J. Gao, T.J. Shiu, S.Y. Wu, T. Tran and I. Claesson, A fast algorithm for the optimal design of high accuracy windows in signal processing, Optimization Methods and Software, 28(4), 2013, 900-916.
K.F.C. Yiu, M.J. Gao and Z.G. Feng, Design of distributed beamforming system using semi-definite programming, International Journal of Innovative Computing, Information and Control, 8(5B), 2012, 3755-3768.
K.F.C. Yiu, M.J. Gao and Z.G. Feng, On the robust near-field broadband beamformer Design, The 2nd International Conference on Intelligent Control and Information Processing, 2011, 251-255.
