个人简历

教育经历和研究经历： 2017/02-2017/02，新加坡国立大学 数学系，访问 2014/09-2015/09，美国明尼苏达大学 统计系，访问学者 2014/01-2014/03，香港中文大学，访问学者 2007/09-2009/09，加拿大滑铁卢大学，组合与优化系，博士后 2004/09-2007/07，北京交通大学，理学院，博士 2001/07-2004/07，山东科技大学，经管学院，硕士 1994/09-1996/07，中国矿业大学，经管学院， 第二学士学位 1990/09-1994/07，曲阜师范大学，数学系，学士 工作经历 2014/12-至今， 北京交通大学 理学院数学系，教授， 博士生导师 2013/09-2014/11，北京交通大学 理学院数学系，副教授，博士生导师 2010/12-2014/11，北京交通大学 理学院数学系，副教授 2009/09-2010/11，北京交通大学 理学院数学系 讲师 2000/12-2004/08，山东科技大学 基础部，讲师; 教务处教学科，科长 1996/07-2000/11，山东科技大学 基础部，助教

研究领域

最优化理论与应用 运筹学中的统计分析

近期论文

(SCI)Yuwen Gu, Jun Fan, Lingchen Kong, Shiqian Ma, Hui Zou, ADMM for High-Dimensional Sparse Penalized Quantile Regression, Technometrics, accepted, 2017
(SCI) Jun Fan, NaihuaXiu, Liqun Wang and Lingchen Kong, “Variable Selection in Sparse Regression with Quadratic Measurements”,Statistica Sinica，online, 2017
(SCI) Lingchen Kong, Levent Tuncel and Naihua Xiu, “Lowner Operator and Its Applications to Symmetric Cone Complementarity Problems”, Mathematical Programming, 133: 327-336, 2012
(SCI)Lingchen Kong, Jie Sun and Naihua Xiu, “A Regularized Smoothing Newton Method for Symmetric Cone Complementarity Problems”, SIAM Journal on Optimization, 19: 1028–1047 2008.
SCI）Lianjun Zhang, Lingchen Kong, Yan Li, Shenglong Zhou, “A smoothing iterative method for quantile regression with nonconvex lp penalty”，Journal of Industrial and Management Optimization, 3(1) 93-112, 2017.
SCI）Guoqiang Wang，Jiyuan Tao，Lingchen Kong，“A note on an inequality involving Jordan productin Euclidean Jordan algebras”，Optimization Letters, 10(4) 1-6, 2016.
SCI）Shenglong Zhou，Naihua Xiu，Yingnan Wang，Lingchen Kong，Huoduo Qi，“A null-space-based weighted L1 minimization approach to compressed sensing”，Information and Inference: A Journal of the IMA，5(1) 76-102, 2016.
SCI）Kong, Lingchen; Sun, Jie; Tao, Jiyuan, Sparse recovery on Euclidean Jordan algebras, LINEAR ALGEBRA AND ITS APPLICATIONS, 465: 65-87, 2015
SCI）Wang, G. Q.; Kong, L. C.; Tao, J. Y. Improved Complexity Analysis of Full Nesterov-Todd Step Feasible Interior-Point Method for Symmetric Optimization,JOURNAL OF OPTIMIZATION THEORY AND APPLICATIONS,166: 588-604, 2015
SCI）Gao, Sarah Y.; Kong, Lingchen; Sun, Jie, Robust two-stage stochastic linear programs with moment constraints, OPTIMIZATION, 63: 829-837, 2014
SCI）Ziyan Luo, Linxia Qin,LingchenKong, and NaihuaXiu, “The Nonnegative L0 Norm Minimization under Generalized Z-matrix”, Journal of Optimization Theory and Applications, 2014, 160: 854-864.
(SCI)Tao, J.; Kong, Lingchen; Luo, Ziyan, Some majorization inequalities in Euclidean Jordan algebras, LINEAR ALGEBRA AND ITS APPLICATIONS, 461: 92-122, 2014
(SCI)Bo Zhong, Huanhe Dong, Lingchen Kong and Jiyuan Tao, Generalized nonlinear complementarity problemswith order P0 and R0 properties, Positivity 18:413–423, 2014
(SCI)Lingchen Kong and Naihua Xiu, Exact Low-rank Matrix Recovery via Noncovex Schatten p-minimization, Aisa-Pacific Journal of Oprational Reseach, 30(3): 1340010(13pages), 2013.
(SCI) Lingchen Kong, Levent Tuncel and Naihua Xiu, “Existence and Uniqueness of Solutions for Homogeneous Cone Complementarity Problems”，Journal of Optimization Theory and Applications, 153(2): 357-376, 2012
(SCI) Lingchen Kong, and Qingmin Meng, “A Semismooth Newton Method for Nonlinear Symmetric Cone Programming”, Mathematical Methods of Operations Research, 76:129-145,2012
(SCI) Lingchen Kong, “Quadratic Convergence of a Smoothing Newton Method for Symmetric Cone Programming without Strict Complementarity”, Positivity, 16: 297-319, 2012
(SCI) Ziyan Luo, Naihua Xiu, and Lingchen Kong, “Lyapunov-type Least-Squares Problems over Symmetric Cones”, Linear Algebra and its Applications，437:2498-2515, 2012
(SCI) Linxia Qin, Naihua Xiu , Lingchen Kong, and Yu Li, “ Linear Program Relaxation of Sparse Nonnegative Recovery in Compressive Sensing Microarrays”, Computational and Mathematical Methods in Medicine, ID 646045, 2012
(SCI)Lingchen Kong, Levent Tuncel and Naihua Xiu, “Equivalent Conditions for Jacobian Nonsingularity in Linear Symmetric Cone Programming”，Journal of Optimization Theory and Applications, 148: 364–389, 2011
(SCI) Lingchen Kong, Levent Tuncel and Naihua Xiu, “Fischer-Burmeister Complementarity Function on Euclidean Jordan Algebras”, Pacific Journal of Optimization, 6: 423-440, 2010.
Lingchen Kong, Linxia Qin and Naihua Xiu, “A penalized NR function for symmetric cone complementarity problems”, Advance in Mathematics, 2: 173-178, 2011.