贲树军

贲树军,华南理工大学 数学学院, 副教授 。

教育经历：

(1) 2009-9至2014-7, 华南理工大学, 运筹学与控制论, 博士；

(2) 2005-9至2009-7, 广西大学, 数理试点, 学士 。

科研与学术工作经历：

(1) 2016-7至现在, 华南理工大学, 数学学院, 副教授；

(2) 2014-8至2016-6, 中国科学院数学与系统科学研究院, 博士后 。主持或参加科研项目（课题）情况（按时间倒序排序）:

(1) 国家自然科学基金委员会，面上项目，11971177，低秩矩阵优化问题的稳定 性研究及算法中的应用，2020-01至2023-12，52万元，在研，参加

(2) 国家自然科学基金委员会，青年科学基金项目，11701186，基于等价非凸 Lipschitz 模型的低秩优化问题的DC算法研究,2018-01至2020-12，20万元， 已结题，主持

代表性研究成果和学术奖励情况

一、代表性论著

[1] Bi, Shujun; Tao, Ting; Pan, Shaohua; KL property of exponent 1/2 of L_{2,0} norm and DC regularized factorizations for low-rank matrix recovery, Pacific Journal of Optimization, 2022, 18(1): 1-26.

[2] Bi, Shujun; Yin, Zhen; Weng, Yihong; A low-rank spectral method for learning Markov models, Optimization Letters, 2022.

https://doi.org/10.1007/s11590-022-01882-w

[3] Tao, Ting; Pan, Shaohua; Bi, Shujun; Error bound of critical points and KL property of exponent 1/2 for squared F-norm regularized factorization, Journal of Global Optimization, 2021, 81(4): 991-1017.

[4] Tao, Ting; Pan, Shaohua; Bi, Shujun; Calibrated zero-norm regularized LS estimator for high-dimensional error-in-variables regression, Statistica Sinica, 2021, 31(2): 909-933.

[5] Bi, Shujun; Pan, Shaohua; Sun, Defeng; A multi-stage convex relaxation approach to noisy structured low-rank matrix recovery, Mathematical Programming Computation, 2020, 12(4): 569-602.

[6] Liu, Yulan; Bi, Shujun; Pan, Shaohua; Several classes of stationary points for rank regularized minimization problems , SIAM Journal on Optimization, 2020, 30(2): 1756-1775.

[7] Sun, Ying; Pan, Shaohua; Bi, Shujun; Metric subregularity and/or calmness of the normal cone mapping to the p-order conic constraint system, Optimization Letters, 2019, 13(5): 1095-1110.

[8] Liu, Yulan; Bi, Shujun; Pan, Shaohua; Equivalent Lipschitz surrogates for zero-norm and rank optimization problems, Journal of Global Optimization, 2018, 72(04): 679-704.

[9] Bi, Shujun; Pan, Shaohua; Multi-stage convex relaxation approach to rank regularized minimization problems based on equivalent mathematical program with a generalized complementarity constraint, SIAM Journal on Control and Optimization, 2017, 55(4): 2493-2518.

[10] Bi, Shujun; Pan, Shaohua; Error bounds for rank constrained optimization problems and applications, Operations Research Letters, 2016, 44(3): 336-341.

[11] Bi, Shujun; Liu, Xiaolan; Pan, Shaohua; Exact penalty decomposition method for zero-norm minimization based on MPEC formulation , SIAM Journal on Scientific Computing, 2014, 36(4): A1451-A1477.

[12] Shujun Bi; Shaohua Pan; Jein-Shan Chen; Nonsingularity conditions for the Fischer-Burmeister systems of nonlinear SDPs，SIAM Journal on Optimization， 2011，21(4)：1392-1417

二、论著之外的代表性研究成果和学术奖励

(1) 贲树军(2/2); 广东省自然科学奖, 广东省人民政府, 自然科学, 省部二等 奖, 2019(潘少华; 贲树军).