Xiaojun Chen - RankMe

121 papers Misc 1Journal 118Unranked 2

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	An Augmented Lagrangian Method for Training Recurrent Neural Networks. SIAM J. Sci. Comput. Yue Wang, Chao Zhang, Xiaojun Chen
2025	J	`jnl`	Bilevel Optimization with Convex Majorant Approach for Training Sparse Neural Networks. SIAM J. Sci. Comput. Xingbang Cui, Xiaojun Chen
2025	J	`jnl`	Nonconvex Nonsmooth Multicomposite Optimization and Its Applications to Recurrent Neural Networks. SIAM J. Optim. Lingzi Jin, Xiao Wang, Xiaojun Chen
2025	J	`jnl`	Orthogonal Constrained Minimization with Tensor $\ell_{2,{p}}$ Regularization for HSI Denoising and Destriping. SIAM J. Imaging Sci. Xiaoxia Liu, Shijie Yu, Jian Lu, Xiaojun Chen
2025	J	`jnl`	Spherical Zone SIAM J. Numer. Anal. Chao Li, Xiaojun Chen
2025	J	`jnl`	Tight Error Bounds for the Sign-Constrained Stiefel Manifold. SIAM J. Optim. Xiaojun Chen, Yifan He, Zaikun Zhang
2024	J	`jnl`	A Quasi-Newton Subspace Trust Region Algorithm for Nonmonotone Variational Inequalities in Adversarial Learning over Box Constraints. J. Sci. Comput. Zicheng Qiu, Jie Jiang, Xiaojun Chen
2024	J	`jnl`	A Riemannian Smoothing Steepest Descent Method for Non-Lipschitz Optimization on Embedded Submanifolds of Rn. Math. Oper. Res. Chao Zhang, Xiaojun Chen, Shiqian Ma
2024	J	`jnl`	Data-Driven Distributionally Robust Multiproduct Pricing Problems under Pure Characteristics Demand Models. SIAM J. Optim. Jie Jiang, Hailin Sun, Xiaojun Chen
2023	J	`jnl`	Distributionally robust stochastic variational inequalities. Math. Program. Hailin Sun, Alexander Shapiro, Xiaojun Chen
2023	J	`jnl`	Lifted stationary points of sparse optimization with complementarity constraints. Comput. Optim. Appl. Shisen Liu, Xiaojun Chen
2023	J	`jnl`	Pure characteristics demand models and distributionally robust mathematical programs with stochastic complementarity constraints. Math. Program. Jie Jiang, Xiaojun Chen
2023	J	`jnl`	Solution sets of three sparse optimization problems for multivariate regression. J. Glob. Optim. Xiaojun Chen, Lili Pan, Naihua Xiu
2022	J	`jnl`	A polynomial-time algorithm for simple undirected graph isomorphism. Concurr. Comput. Pract. Exp. Jing He, Guangyan Huang, Jie Cao, Zhiwang Zhang, Hui Zheng, Peng Zhang, Roozbeh Zarei, Ferry Susanto, Ruchuan Wang, Yimu Ji, Weibei Fan, Zhijun Xie, Xiancheng Wang, Mengjiao Guo, Chi-Hung Chi, Jiekui Zhang, Youtao Li, Xiaojun Chen, Yong Shi, André Van Zundert
2022	J	`jnl`	Linearly Constrained Nonsmooth Optimization for Training Autoencoders. SIAM J. Optim. Wei Liu, Xin Liu, Xiaojun Chen
2022	J	`jnl`	Sparse Solutions of a Class of Constrained Optimization Problems. Math. Oper. Res. Lei Yang, Xiaojun Chen, Shuhuang Xiang
2022	J	`jnl`	Tight Error Bounds for Nonnegative Orthogonality Constraints and Exact Penalties. CoRR Xiaojun Chen, Yifan He, Zaikun Zhang
2021	J	`jnl`	A Penalty Relaxation Method for Image Processing Using Euler's Elastica Model. SIAM J. Imaging Sci. Fang He, Xiao Wang, Xiaojun Chen
2021	J	`jnl`	A Riemannian smoothing steepest descent method for non-Lipschitz optimization on submanifolds. CoRR Chao Zhang, Xiaojun Chen, Shiqian Ma
2021	J	`jnl`	A polynomial-time algorithm for simple undirected graph isomorphism. Concurr. Comput. Pract. Exp. Jing He, Jinjun Chen, Guangyan Huang, Jie Cao, Zhiwang Zhang, Hui Zheng, Peng Zhang, Roozbeh Zarei, Ferry Sansoto, Ruchuan Wang, Yimu Ji, Weibei Fan, Zhijun Xie, Xiancheng Wang, Mengjiao Guo, Chi-Hung Chi, Paulo A. de Souza, Jiekui Zhang, Youtao Li, Xiaojun Chen, Yong Shi, David Green, Taraporewalla Kersi, André Van Zundert
2021	J	`jnl`	Anderson Acceleration for a Class of Nonsmooth Fixed-Point Problems. SIAM J. Sci. Comput. Wei Bian, Xiaojun Chen, C. T. Kelley
2021	J	`jnl`	Choroid Segmentation of Retinal OCT Images Based on CNN Classifier and l 2 - l q Fitter. Comput. Math. Methods Medicine Fang He, Rachel Ka Man Chun, Zicheng Qiu, Shijie Yu, Yun Shi, Chi Ho To, Xiaojun Chen
2021	J	`jnl`	High-order evaluation complexity for convexly-constrained optimization with non-Lipschitzian group sparsity terms. Math. Program. Xiaojun Chen, Philippe L. Toint
2021	J	`jnl`	Mathematical programs with complementarity constraints and a non-Lipschitz objective: optimality and approximation. Math. Program. Lei Guo, Xiaojun Chen
2020	J	`jnl`	A Smoothing Active Set Method for Linearly Constrained Non-Lipschitz Nonconvex Optimization. SIAM J. Optim. Chao Zhang, Xiaojun Chen
2020	J	`jnl`	A Smoothing Proximal Gradient Algorithm for Nonsmooth Convex Regression with Cardinality Penalty. SIAM J. Numer. Anal. Wei Bian, Xiaojun Chen
2020	J	`jnl`	Quantitative analysis for a class of two-stage stochastic linear variational inequality problems. Comput. Optim. Appl. Jie Jiang, Xiaojun Chen, Zhiping Chen
2020	J	`jnl`	The subdifferential of measurable composite max integrands and smoothing approximation. Math. Program. James V. Burke, Xiaojun Chen, Hailin Sun
2019	J	`jnl`	Complexity of Partially Separable Convexly Constrained Optimization with Non-Lipschitzian Singularities. SIAM J. Optim. Xiaojun Chen, Philippe L. Toint, Hong Wang
2019	J	`jnl`	Convergence Analysis of Sample Average Approximation of Two-Stage Stochastic Generalized Equations. SIAM J. Optim. Xiaojun Chen, Alexander Shapiro, Hailin Sun
2019	J	`jnl`	Convergence of the EDIIS Algorithm for Nonlinear Equations. SIAM J. Sci. Comput. Xiaojun Chen, C. T. Kelley
2019	J	`jnl`	Discrete approximation of two-stage stochastic and distributionally robust linear complementarity problems. Math. Program. Xiaojun Chen, Hailin Sun, Huifu Xu
2019	J	`jnl`	Least-Element Time-Stepping Methods for Simulation of Linear Networks with Ideal Switches. Circuits Syst. Signal Process. Shuhuang Xiang, Xiaojun Chen, Yang Zhou
2018	J	`jnl`	A New First-Order Algorithmic Framework for Optimization Problems with Orthogonality Constraints. SIAM J. Optim. Bin Gao, Xin Liu, Xiaojun Chen, Ya-Xiang Yuan
2018	J	`jnl`	A Nonmonotone Alternating Updating Method for a Class of Matrix Factorization Problems. SIAM J. Optim. Lei Yang, Ting Kei Pong, Xiaojun Chen
2018	J	`jnl`	A Smoothing Direct Search Method for Monte Carlo-Based Bound Constrained Composite Nonsmooth Optimization. SIAM J. Sci. Comput. Xiaojun Chen, C. T. Kelley, Fengmin Xu, Zaikun Zhang
2018	J	`jnl`	A proximal difference-of-convex algorithm with extrapolation. Comput. Optim. Appl. Bo Wen, Xiaojun Chen, Ting Kei Pong
2018	J	`jnl`	Generalized Conjugate Gradient Methods for Math. Oper. Res. Zhaosong Lu, Xiaojun Chen
2018	J	`jnl`	Spherical Designs and Nonconvex Minimization for Recovery of Sparse Signals on the Sphere. SIAM J. Imaging Sci. Xiaojun Chen, Robert S. Womersley
2018	J	`jnl`	Spherical t Math. Comput. Yang Zhou, Xiaojun Chen
2017	J	`jnl`	Alternating Direction Method of Multipliers for a Class of Nonconvex and Nonsmooth Problems with Applications to Background/Foreground Extraction. SIAM J. Imaging Sci. Lei Yang, Ting Kei Pong, Xiaojun Chen
2017	J	`jnl`	An Augmented Lagrangian Method for Non-Lipschitz Nonconvex Programming. SIAM J. Numer. Anal. Xiaojun Chen, Lei Guo, Zhaosong Lu, Jane J. Ye
2017	J	`jnl`	Linear Convergence of Proximal Gradient Algorithm with Extrapolation for a Class of Nonconvex Nonsmooth Minimization Problems. SIAM J. Optim. Bo Wen, Xiaojun Chen, Ting Kei Pong
2017	J	`jnl`	Optimality and Complexity for Constrained Optimization Problems with Nonconvex Regularization. Math. Oper. Res. Wei Bian, Xiaojun Chen
2017	J	`jnl`	Partially separable convexly-constrained optimization with non-Lipschitzian singularities and its complexity. CoRR Xiaojun Chen, Philippe L. Toint, Hong Wang
2017	J	`jnl`	SAA-regularized methods for multiproduct price optimization under the pure characteristics demand model. Math. Program. Hailin Sun, Che-Lin Su, Xiaojun Chen
2017	J	`jnl`	Two-stage stochastic variational inequalities: an ERM-solution procedure. Math. Program. Xiaojun Chen, Ting Kei Pong, Roger J.-B. Wets
2016	J	`jnl`	Penalty Methods for a Class of Non-Lipschitz Optimization Problems. SIAM J. Optim. Xiaojun Chen, Zhaosong Lu, Ting Kei Pong
2016	J	`jnl`	Sparse solutions of linear complementarity problems. Math. Program. Xiaojun Chen, Shuhuang Xiang
2015	J	`jnl`	Complexity analysis of interior point algorithms for non-Lipschitz and nonconvex minimization. Math. Program. Wei Bian, Xiaojun Chen, Yinyu Ye
2015	J	`jnl`	Generalized Conjugate Gradient Methods for ℓ CoRR Zhaosong Lu, Xiaojun Chen
2015	J	`jnl`	Linearly Constrained Non-Lipschitz Optimization for Image Restoration. SIAM J. Imaging Sci. Wei Bian, Xiaojun Chen
2015	J	`jnl`	Newton's Method for Monte Carlo-Based Residuals. SIAM J. Numer. Anal. Jeffrey Willert, Xiaojun Chen, C. T. Kelley
2015	J	`jnl`	Regularized Mathematical Programs with Stochastic Equilibrium Constraints: Estimating Structural Demand Models. SIAM J. Optim. Xiaojun Chen, Hailin Sun, Roger J.-B. Wets
2014	J	`jnl`	Complexity of unconstrained $$L_2-L_p$$ minimization. Math. Program. Xiaojun Chen, Dongdong Ge, Zizhuo Wang, Yinyu Ye
2014	J	`jnl`	Convergence of the reweighted Comput. Optim. Appl. Xiaojun Chen, Weijun Zhou
2014	J	`jnl`	Corrigendum: Regularized Least Squares Approximations on the Sphere Using Spherical Designs. SIAM J. Numer. Anal. Congpei An, Xiaojun Chen, Ian H. Sloan, Robert S. Womersley
2014	J	`jnl`	Differential variational inequality approach to dynamic games with shared constraints. Math. Program. Xiaojun Chen, Zhengyu Wang
2014	J	`jnl`	Neural Network for Nonsmooth, Nonconvex Constrained Minimization Via Smooth Approximation. IEEE Trans. Neural Networks Learn. Syst. Wei Bian, Xiaojun Chen
2014	J	`jnl`	Preface. Comput. Optim. Appl. Xiaojun Chen, Nobuo Yamashita
2014	J	`jnl`	Regularizations for Stochastic Linear Variational Inequalities. J. Optim. Theory Appl. Yanfang Zhang, Xiaojun Chen
2013	J	`jnl`	Convergence of Regularized Time-Stepping Methods for Differential Variational Inequalities. SIAM J. Optim. Xiaojun Chen, Zhengyu Wang
2013	J	`jnl`	Newton iterations in implicit time-stepping scheme for differential linear complementarity systems. Math. Program. Xiaojun Chen, Shuhuang Xiang
2013	J	`jnl`	Optimality Conditions and a Smoothing Trust Region Newton Method for NonLipschitz Optimization. SIAM J. Optim. Xiaojun Chen, Lingfeng Niu, Yaxiang Yuan
2013	J	`jnl`	Worst-Case Complexity of Smoothing Quadratic Regularization Methods for Non-Lipschitzian Optimization. SIAM J. Optim. Wei Bian, Xiaojun Chen
2012	J	`jnl`	Non-Lipschitz l IEEE Trans. Image Process. Xiaojun Chen, Michael K. Ng, Chao Zhang
2012	J	`jnl`	Regularized Least Squares Approximations on the Sphere Using Spherical Designs. SIAM J. Numer. Anal. Congpei An, Xiaojun Chen, Ian H. Sloan, Robert S. Womersley
2012	J	`jnl`	Smoothing Neural Network for Constrained Non-Lipschitz Optimization With Applications. IEEE Trans. Neural Networks Learn. Syst. Wei Bian, Xiaojun Chen
2012	J	`jnl`	Smoothing methods for nonsmooth, nonconvex minimization. Math. Program. Xiaojun Chen
2012	J	`jnl`	Stochastic Variational Inequalities: Residual Minimization Smoothing Sample Average Approximations. SIAM J. Optim. Xiaojun Chen, Roger J.-B. Wets, Yanfang Zhang
2012	J	`jnl`	Structured matrices and tensors. Numer. Linear Algebra Appl. Michael K. Ng, Raymond H. Chan, Xiaojun Chen, Liqun Qi, Franklin T. Luk, Eugene Tyrtyshnikov
2011	Misc	`conf`	AUC Maximizing Support Vector Machines with Feature Selection. ICCS Yingjie Tian, Yong Shi, Xiaojun Chen, Wenjing Chen
2011	J	`jnl`	Complexity of Unconstrained L_2-L_p Minimization CoRR Xiaojun Chen, Dongdong Ge, Zizhuo Wang, Yinyu Ye
2011	J	`jnl`	Computation of generalized differentials in nonlinear complementarity problems. Comput. Optim. Appl. Shuhuang Xiang, Xiaojun Chen
2011	J	`jnl`	Computational existence proofs for spherical Numerische Mathematik Xiaojun Chen, Andreas Frommer, Bruno Lang
2011	J	`jnl`	Foreword. Comput. Optim. Appl. Xiaojun Chen, Masao Fukushima
2011	J	`jnl`	Implicit solution function of P Math. Program. Xiaojun Chen, Shuhuang Xiang
2011	J	`jnl`	Matrix computations and nonlinear equations. Numer. Linear Algebra Appl. Owe Axelsson, Xiaojun Chen
2011	J	`jnl`	Minimizing the Condition Number of a Gram Matrix. SIAM J. Optim. Xiaojun Chen, Robert S. Womersley, Jane J. Ye
2011	J	`jnl`	Preface. J. Comput. Appl. Math. C. K. Chan, Xiaojun Chen, Liqun Qi, Colin Rogers, Zhong-Ci Shi, Ian H. Sloan
2010	J	`jnl`	Error bounds for approximation in Chebyshev points. Numerische Mathematik Shuhuang Xiang, Xiaojun Chen, Haiyong Wang
2010	J	`jnl`	Global Convergence of a New Hybrid Gauss--Newton Structured BFGS Method for Nonlinear Least Squares Problems. SIAM J. Optim. Weijun Zhou, Xiaojun Chen
2010	J	`jnl`	Lower Bound Theory of Nonzero Entries in Solutions of ℓ SIAM J. Sci. Comput. Xiaojun Chen, Fengmin Xu, Yinyu Ye
2010	J	`jnl`	Smoothing Nonlinear Conjugate Gradient Method for Image Restoration Using Nonsmooth Nonconvex Minimization. SIAM J. Imaging Sci. Xiaojun Chen, Weijun Zhou
2010	J	`jnl`	Well Conditioned Spherical Designs for Integration and Interpolation on the Two-Sphere. SIAM J. Numer. Anal. Congpei An, Xiaojun Chen, Ian H. Sloan, Robert S. Womersley
2009	J	`jnl`	Global error bounds for the extended vertical LCP. Comput. Optim. Appl. Chao Zhang, Xiaojun Chen, Naihua Xiu
2009	J	`jnl`	Regularized multiple criteria linear programs for classification. Sci. China Ser. F Inf. Sci. Yong Shi, Yingjie Tian, Xiaojun Chen, Peng Zhang
2009	J	`jnl`	Robust solution of monotone stochastic linear complementarity problems. Math. Program. Xiaojun Chen, Chao Zhang, Masao Fukushima
2009	J	`jnl`	Smoothing Projected Gradient Method and Its Application to Stochastic Linear Complementarity Problems. SIAM J. Optim. Chao Zhang, Xiaojun Chen
2009	J	`jnl`	Solving stochastic mathematical programs with equilibrium constraints via approximation and smoothing implicit programming with penalization. Math. Program. Gui-Hua Lin, Xiaojun Chen, Masao Fukushima
2008	J	`jnl`	A regularized projection method for complementarity problems with non-Lipschitzian functions. Math. Comput. Götz Alefeld, Xiaojun Chen
2008	J	`jnl`	A verified inexact implicit Runge-Kutta method for nonsmooth ODEs. Numer. Algorithms Sayed Mahmoud, Xiaojun Chen
2008	J	`jnl`	Implicit Runge-Kutta Methods for Lipschitz Continuous Ordinary Differential Equations. SIAM J. Numer. Anal. Xiaojun Chen, Sayed Mahmoud
2008	J	`jnl`	Validated Solutions of Saddle Point Linear Systems. SIAM J. Matrix Anal. Appl. Takuma Kimura, Xiaojun Chen
2007	—	`conf`	A Regularized Multiple Criteria Linear Program for Classification. ICDM Workshops Yong Shi, Yingjie Tian, Xiaojun Chen, Peng Zhang
2007	J	`jnl`	Perturbation Bounds of P-Matrix Linear Complementarity Problems. SIAM J. Optim. Xiaojun Chen, Shuhuang Xiang
2007	J	`jnl`	Stochastic R SIAM J. Optim. Haitao Fang, Xiaojun Chen, Masao Fukushima
2006	J	`jnl`	Computation of Error Bounds for P-matrix Linear Complementarity Problems. Math. Program. Xiaojun Chen, Shuhuang Xiang
2006	J	`jnl`	Existence of Solutions to Systems of Underdetermined Equations and Spherical Designs. SIAM J. Numer. Anal. Xiaojun Chen, Robert S. Womersley
2006	J	`jnl`	Finite Element Surface Fitting for Bridge Management. Int. J. Inf. Technol. Decis. Mak. Xiaojun Chen, Takuma Kimura
2005	J	`jnl`	Expected Residual Minimization Method for Stochastic Linear Complementarity Problems. Math. Oper. Res. Xiaojun Chen, Masao Fukushima
2004	—	`conf`	A Multiple-Criteria Quadratic Programming Approach to Network Intrusion Detection. CASDMKM Gang Kou, Yi Peng, Yong Shi, Zhengxin Chen, Xiaojun Chen
2004	J	`jnl`	A Smoothing Method for a Mathematical Program with P-Matrix Linear Complementarity Constraints. Comput. Optim. Appl. Xiaojun Chen, Masao Fukushima
2004	J	`jnl`	First Order Conditions for Nonsmooth Discretized Constrained Optimal Control Problems. SIAM J. Control. Optim. Xiaojun Chen
2003	J	`jnl`	Numerical validation of solutions of saddle point matrix equations. Numer. Linear Algebra Appl. Xiaojun Chen, Kouji Hashimoto
2002	J	`jnl`	Numerical validation of solutions of complementarity The nonlinear case. Numerische Mathematik Götz Alefeld, Xiaojun Chen, Florian A. Potra
2002	J	`jnl`	On convergence of SOR methods for nonsmooth equations. Numer. Linear Algebra Appl. Xiaojun Chen
2000	J	`jnl`	A Global Linear and Local Quadratic Continuation Smoothing Method for Variational Inequalities with Box Constraints. Comput. Optim. Appl. Bintong Chen, Xiaojun Chen
2000	J	`jnl`	A penalized Fischer-Burmeister NCP-function. Math. Program. Bintong Chen, Xiaojun Chen, Christian Kanzow
2000	J	`jnl`	On Smoothing Methods for the P[sub 0] Matrix Linear Complementarity Problem. SIAM J. Optim. Xiaojun Chen, Yinyu Ye
2000	J	`jnl`	Smoothing Methods and Semismooth Methods for Nondifferentiable Operator Equations. SIAM J. Numer. Anal. Xiaojun Chen, Zuhair Nashed, Liqun Qi
1999	J	`jnl`	A Global and Local Superlinear Continuation-Smoothing Method for SIAM J. Optim. Bintong Chen, Xiaojun Chen
1999	J	`jnl`	Numerical validation of solutions of linear complementarity problems. Numerische Mathematik Götz Alefeld, Xiaojun Chen, Florian A. Potra
1999	J	`jnl`	Proximal quasi-Newton methods for nondifferentiable convex optimization. Math. Program. Xiaojun Chen, Masao Fukushima
1998	J	`jnl`	Global and superlinear convergence of the smoothing Newton method and its application to general box constrained variational inequalities. Math. Comput. Xiaojun Chen, Liqun Qi, Defeng Sun
1997	J	`jnl`	A Verification Method for Solutions of Nonsmooth Equations. Computing Xiaojun Chen
1997	J	`jnl`	Convergence of Newton's Method for Singular Smooth and Nonsmooth Equations Using Adaptive Outer Inverses. SIAM J. Optim. Xiaojun Chen, Zuhair Nashed, Liqun Qi
1996	J	`jnl`	A parallel inexact newton method for stochastic programs with recourse. Ann. Oper. Res. Xiaojun Chen, Robert S. Womersley
1996	J	`jnl`	A preconditioning proximal Newton method for nondifferentiable convex optimization. Math. Program. Liqun Qi, Xiaojun Chen
1994	J	`jnl`	A parameterized Newton method and a quasi-Newton method for nonsmooth equations. Comput. Optim. Appl. Xiaojun Chen, Liqun Qi
1992	J	`jnl`	On the convergence of some quasi-Newton methods for nonlinear equations with nondifferentiable operators. Computing Xiaojun Chen, Tetsuro Yamamoto