xiaojun chen

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Liqun QiChair Professor of Applied mathematics, The Hong Kong Polytechnic UniversityVerified email at polyu.edu.hk
masao fukushimaKyoto UniversityVerified email at i.kyoto-u.ac.jp
Ting Kei Pong (龐鼎基)Professor, the Hong Kong Polytechnic UniversityVerified email at polyu.edu.hk
Shuhuang XiangProfessor of Computational Mathematics, Central South UniversityVerified email at mail.csu.edu.cn
Yinyu YeProfessor of Emeritus, Stanford UniversityVerified email at stanford.edu
C. T. KelleyNorth Carolina State UniversityVerified email at ncsu.edu
Zhaosong LuUniversity of MinnesotaVerified email at umn.edu
Ya-xiang YuanAcademy of Mathematics and Systems Science, Chinese Academy of SciencesVerified email at lsec.cc.ac.cn
Xin LIUAcademy of Mathematics and Systems Science, Chinese Academy of SciencesVerified email at lsec.cc.ac.cn
R. WetsProfessor Mathematics, University of California, DavisVerified email at ucdavis.edu
Jie JiangChongqing UniversityVerified email at cqu.edu.cn
Lei YangSchool of Computer Science and Engineering, Sun Yat-sen UniversityVerified email at connect.polyu.hk
Defeng Sun (孙德锋)Chair Professor of Applied Optimization and OR, The Hong Kong Polytechnic UniversityVerified email at polyu.edu.hk
Jane J. YeProfessor of mathematics, University of VictoriaVerified email at uvic.ca
Ian SloanProfessor of Mathematics, University of New South Wales (UNSW Australia)Verified email at unsw.edu.au
Alexander ShapiroProfessor, Georgia TechVerified email at isye.gatech.edu
ZHANG ZaikunProfessor, Sun Yat-sen UniversityVerified email at mail.sysu.edu.cn
ZHOU YangShandong Normal UniversityVerified email at sdnu.edu.cn
James V BurkeUniversity of WashingtonVerified email at uw.edu
Philippe TointProfessor (Emeritus) of Numerical OptimizationVerified email at unamur.be

xiaojun chen

Chair Professor of Applied Mathematics, The Hong Kong Polytechnic University

Verified email at inet.polyu.edu.hk - Homepage

Optimization theory Stochastic Optimization Mathematical Analysis Scientific Computing


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Global and superlinear convergence of the smoothing Newton method and its application to general box constrained variational inequalities X Chen, L Qi, D Sun Mathematics of Computation 67 (222), 519-540, 1998	380	1998
Smoothing Methods for Nonsmooth, Novonvex Minimization X Chen Mathematical Programming 134 (1), 71-99, 2012	355	2012
Lower Bound Theory of Nonzero Entries in Solutions of - Minimization X Chen, F Xu, Y Ye SIAM Journal on Scientific Computing 32 (5), 2832-2852, 2010	343	2010
Smoothing methods and semismooth methods for nondifferentiable operator equations X Chen, Z Nashed, L Qi SIAM Journal on Numerical Analysis, 1200-1216, 2001	323	2001
A penalized Fischer-Burmeister NCP-function B Chen, X Chen, C Kanzow Mathematical Programming 88, 211-216, 2000	304	2000
Expected Residual Minimization Method for Stochastic Linear Complementary Problems X Chen, M Fukushima Mathematics of Operations Research, 1022-1038, 2005	258	2005
Convergence of Newton-like methods for singular operator equations using outer inverses MZ Nashed, X Chen Numerische Mathematik 66 (1), 235-257, 1993	244	1993
Complexity of Unconstrained L_2-L_p Minimization X Chen, D Ge, Z Wang, Y Ye Mathematical Programming, 2014	184	2014
A proximal difference-of-convex algorithm with extrapolation B Wen, X Chen, TK Pong Computational optimization and applications 69, 297-324, 2018	173	2018
Convergence domains of certain iterative methods for solving nonlinear equations X Chen, T Yamamoto Numerical functional analysis and optimization 10 (1-2), 37-48, 1989	168	1989
Computation of error bounds for P-matrix linear complementarity problems X Chen, S Xiang Mathematical programming 106 (3), 513-525, 2006	162	2006
Robust solution of monotone stochastic linear complementarity problems X Chen, C Zhang, M Fukushima Mathematical Programming 117 (1), 51-80, 2009	157	2009
Alternating direction method of multipliers for a class of nonconvex and nonsmooth problems with applications to background/foreground extraction L Yang, TK Pong, X Chen SIAM Journal on Imaging Sciences 10 (1), 74-110, 2017	156	2017
Smoothing nonlinear conjugate gradient method for image restoration using nonsmooth nonconvex minimization X Chen, W Zhou SIAM J. Imaging Sciences 3, 765-790, 2010	144	2010
On homotopy-smoothing methods for box-constrained variational inequalities X Chen, Y Ye SIAM Journal on Control and Optimization 37 (2), 589-616, 1999	140	1999
Local Superlinear Continuation-Smoothing Method for P 0 and R 0 NCP or Monotone NCP B Chen, X Chen, A Global SIAM Journal on Optimization 9 (3), 624-645, 1999	137	1999
Stochastic variational inequalities: residual minimization smoothing sample average approximations X Chen, RJB Wets, Y Zhang SIAM Journal on Optimization 22 (2), 649-673, 2012	133	2012
Non-Lipschitz -Regularization and Box Constrained Model for Image Restoration X Chen, MK Ng, C Zhang IEEE transactions on image processing 21 (12), 4709-4721, 2012	130	2012
Convergence of the reweighted ℓ₁ minimization algorithm for ℓ₂–ℓ_p minimization X Chen, W Zhou Computational Optimization and Applications 59 (1-2), 47-61, 2014	121	2014
Stochastic R0 matrix linear complementarity problems H Fang, X Chen, M Fukushima SIAM Journal of Optimization 18 (2), 482, 2008	121	2008

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