Naihua Xiu

Publication Activity (10 Years)

Years Active: 1999-2023
Publications (10 Years): 37

Top Topics

Compressed Sensing

Approximation Algorithms

Top Venues

J. Optim. Theory Appl.

Asia Pac. J. Oper. Res.

Publications

Xiaojun Chen, Lili Pan, Naihua Xiu
Solution sets of three sparse optimization problems for multivariate regression. J. Glob. Optim. 87 (2) (2023)
Hui Zhang, Zhengpeng Yuan, Naihua Xiu
-ReLU Deep Neural Networks. IEEE Trans. Neural Networks Learn. Syst. 34 (9) (2023)
Chun-Na Li, Yuan-Hai Shao, Huajun Wang, Ling-Wei Huang, Yu-Ting Zhao, Naihua Xiu, Nai-Yang Deng
Union nonparallel support vector machines framework with consistency. Appl. Soft Comput. 136 (2023)
Huajun Wang, Yuan-Hai Shao, Shenglong Zhou, Ce Zhang, Naihua Xiu
Support Vector Machine Classifier via $L_{0/1}$L0/1 Soft-Margin Loss. IEEE Trans. Pattern Anal. Mach. Intell. 44 (10) (2022)
Jian Shen, Jein-Shan Chen, Hou-Duo Qi, Naihua Xiu
A penalized method of alternating projections for weighted low-rank hankel matrix optimization. Math. Program. Comput. 14 (3) (2022)
Hui Zhang, Shenglong Zhou, Geoffrey Ye Li, Naihua Xiu
0/1 Deep Neural Networks via Block Coordinate Descent. CoRR (2022)
Huajun Wang, Yuan-Hai Shao, Naihua Xiu
Proximal operator and optimality conditions for ramp loss SVM. Optim. Lett. 16 (3) (2022)
Chen Zhao, Naihua Xiu, Houduo Qi, Ziyan Luo
A Lagrange-Newton algorithm for sparse nonlinear programming. Math. Program. 195 (1) (2022)
Penghe Zhang, Rui Wang, Naihua Xiu
Multinomial logistic regression classifier via lq, 0-proximal Newton algorithm. Neurocomputing 468 (2022)
Shenglong Zhou, Ziyan Luo, Naihua Xiu, Geoffrey Ye Li
Computing One-Bit Compressive Sensing via Double-Sparsity Constrained Optimization. IEEE Trans. Signal Process. 70 (2022)
Hui Zhang, Xin Liu, Naihua Xiu
Optimality Analysis and Block Sparse Algorithm for Complex Compressed Sensing. CoRR (2022)
Shenglong Zhou, Naihua Xiu, Hou-Duo Qi
Global and Quadratic Convergence of Newton Hard-Thresholding Pursuit. J. Mach. Learn. Res. 22 (2021)
Shenglong Zhou, Lili Pan, Naihua Xiu, Hou-Duo Qi
Quadratic Convergence of Smoothing Newton's Method for 0/1 Loss Optimization. SIAM J. Optim. 31 (4) (2021)
Shenglong Zhou, Lili Pan, Naihua Xiu
-regularized optimization. Numer. Algorithms 88 (4) (2021)
Rui Wang, Naihua Xiu, Kim-Chuan Toh
Subspace quadratic regularization method for group sparse multinomial logistic regression. Comput. Optim. Appl. 79 (3) (2021)
Hui Zhang, Lili Pan, Naihua Xiu
-regularization. Optim. Lett. 15 (1) (2021)
Rui Wang, Naihua Xiu, Shenglong Zhou
An extended Newton-type algorithm for ℓ2-regularized sparse logistic regression and its efficiency for classifying large-scale datasets. J. Comput. Appl. Math. 397 (2021)
Rui Wang, Naihua Xiu, Chao Zhang
Greedy Projected Gradient-Newton Method for Sparse Logistic Regression. IEEE Trans. Neural Networks Learn. Syst. 31 (2) (2020)
Xinrong Li, Naihua Xiu, Shenglong Zhou
Matrix Optimization Over Low-Rank Spectral Sets: Stationary Points and Local and Global Minimizers. J. Optim. Theory Appl. 184 (3) (2020)
Shenglong Zhou, Naihua Xiu, Hou-Duo Qi
Robust Euclidean embedding via EDM optimization. Math. Program. Comput. 12 (3) (2020)
Houduo Qi, Yiju Wang, Naihua Xiu
Preface. Asia Pac. J. Oper. Res. 36 (2) (2019)
Chun-Na Li, Yuan-Hai Shao, Huajun Wang, Yu-Ting Zhao, Ling-Wei Huang, Naihua Xiu, Nai-Yang Deng
Single Versus Union: Non-parallel Support Vector Machine Frameworks. CoRR (2019)
Zhiyong Huang, Ziyan Luo, Naihua Xiu
High-Dimensional Least-Squares with Perfect Positive Correlation. Asia Pac. J. Oper. Res. 36 (4) (2019)
Huajun Wang, Yuan-Hai Shao, Shenglong Zhou, Ce Zhang, Naihua Xiu
Soft-Margin Loss. CoRR (2019)
Ziyan Luo, Defeng Sun, Kim-Chuan Toh, Naihua Xiu
Solving the OSCAR and SLOPE Models Using a Semismooth Newton-Based Augmented Lagrangian Method. J. Mach. Learn. Res. 20 (2019)
Shenglong Zhou, Naihua Xiu, Hou-Duo Qi
A Fast Matrix Majorization-Projection Method for Penalized Stress Minimization With Box Constraints. IEEE Trans. Signal Process. 66 (16) (2018)
Dingtao Peng, Naihua Xiu, Jian Yu
) regularization methods and fixed point algorithms for affine rank minimization problems. Comput. Optim. Appl. 67 (3) (2017)
Ai-Fan Ling, Jie Sun, Naihua Xiu, Xiaoguang Yang
Robust two-stage stochastic linear optimization with risk aversion. Eur. J. Oper. Res. 256 (1) (2017)
Biao Qu, Changyu Wang, Naihua Xiu
Analysis on Newton projection method for the split feasibility problem. Comput. Optim. Appl. 67 (1) (2017)
Lili Pan, Ziyan Luo, Naihua Xiu
Restricted Robinson Constraint Qualification and Optimality for Cardinality-Constrained Cone Programming. J. Optim. Theory Appl. 175 (1) (2017)
Ziyan Luo, Liqun Qi, Naihua Xiu
The sparsest solutions to Z-tensor complementarity problems. Optim. Lett. 11 (3) (2017)
Chen Zhao, Ziyan Luo, Naihua Xiu
Low-order penalty equations for semidefinite linear complementarity problems. Oper. Res. Lett. 44 (3) (2016)
Jun Fan, Lingchen Kong, Liqun Wang, Naihua Xiu
The Uniqueness and Greedy Method for Quadratic Compressive Sensing. DSAA (2016)
Yu Li, Donglei Du, Naihua Xiu, Dachuan Xu
Improved Approximation Algorithms for the Facility Location Problems with Linear/Submodular Penalties. Algorithmica 73 (2) (2015)
Shuanghua Bai, Hou-Duo Qi, Naihua Xiu
Constrained Best Euclidean Distance Embedding on a Sphere: A Matrix Optimization Approach. SIAM J. Optim. 25 (1) (2015)
Donglei Du, Naihua Xiu, Dachuan Xu
Guest Editorial. Asia Pac. J. Oper. Res. 32 (1) (2015)
Kok Lay Teo, Soon-Yi Wu, Naihua Xiu
Special issue on "optimization and optimal control with applications" for the 9th international conference on optimization: techniques and applications (9th ICOTA), December 12-16, 2013, Taipei, Taiwan. J. Glob. Optim. 62 (4) (2015)
Ziyan Luo, Linxia Qin, Lingchen Kong, Naihua Xiu
The Nonnegative Zero-Norm Minimization Under Generalized Z-Matrix Measurement. J. Optim. Theory Appl. 160 (3) (2014)
Meijuan Shang, Chao Zhang, Naihua Xiu
Minimal Zero Norm Solutions of Linear Complementarity Problems. J. Optim. Theory Appl. 163 (3) (2014)
Chao Zhang, Liping Jing, Naihua Xiu
A New Active Set Method For Nonnegative Matrix Factorization. SIAM J. Sci. Comput. 36 (6) (2014)
Yongqiang Chen, Naihua Xiu, Dingtao Peng
Global solutions of non-Lipschitz $$S_{2}$$ S 2 - $$S_{p}$$ S p minimization over the positive semidefinite cone. Optim. Lett. 8 (7) (2014)
Yu Li, Donglei Du, Naihua Xiu, Dachuan Xu
A unified dual-fitting approximation algorithm for the facility location problems with linear/submodular penalties. J. Comb. Optim. 27 (3) (2014)
Dingtao Peng, Jian Yu, Naihua Xiu
Generic uniqueness theorems with some applications. J. Glob. Optim. 56 (2) (2013)
Yu Li, Jia Shu, Xi Wang, Naihua Xiu, Dachuan Xu, Jiawei Zhang
Approximation Algorithms for Integrated Distribution Network Design Problems. INFORMS J. Comput. 25 (3) (2013)
Lingchen Kong, Naihua Xiu
Exact Low-Rank Matrix Recovery via Nonconvex Schatten P-Minimization. Asia Pac. J. Oper. Res. 30 (3) (2013)
Shenglong Zhou, Lingchen Kong, Ziyan Luo, Naihua Xiu
New RIC Bounds via l_q-minimization with 0<q<=1 in Compressed Sensing. CoRR (2013)
Yu Li, Donglei Du, Naihua Xiu, Dachuan Xu
Improved Approximation Algorithms for the Facility Location Problems with Linear/submodular Penalty. COCOON (2013)
Houduo Qi, Naihua Xiu, Xiaoming Yuan
A Lagrangian Dual Approach to the Single-Source Localization Problem. IEEE Trans. Signal Process. 61 (15) (2013)
Yu Li, Donglei Du, Naihua Xiu, Dachuan Xu
A combinatorial 2.375-approximation algorithm for the facility location problem with submodular penalties. Theor. Comput. Sci. 476 (2013)
Shenglong Zhou, Naihua Xiu, Yingnan Wang, Lingchen Kong
Exact Recovery for Sparse Signal via Weighted l_1 Minimization. CoRR (2013)
Linxia Qin, Naihua Xiu, Lingchen Kong, Yu Li
Linear Program Relaxation of Sparse Nonnegative Recovery in Compressive Sensing Microarrays. Comput. Math. Methods Medicine 2012 (2012)
Lingchen Kong, Levent Tunçel, Naihua Xiu
Existence and Uniqueness of Solutions for Homogeneous Cone Complementarity Problems. J. Optim. Theory Appl. 153 (2) (2012)
Lingchen Kong, Levent Tunçel, Naihua Xiu
Monotonicity of Löwner operators and its applications to symmetric cone complementarity problems. Math. Program. 133 (1-2) (2012)
Jinchuan Zhou, Naihua Xiu, Changyu Wang
Saddle point and exact penalty representation for generalized proximal Lagrangians. J. Glob. Optim. 54 (4) (2012)
Yu Li, Dachuan Xu, Donglei Du, Naihua Xiu
Improved approximation algorithms for the robust fault-tolerant facility location problem. Inf. Process. Lett. 112 (10) (2012)
Lingchen Kong, Levent Tunçel, Naihua Xiu
Equivalent Conditions for Jacobian Nonsingularity in Linear Symmetric Cone Programming. J. Optim. Theory Appl. 148 (2) (2011)
Qingna Li, Houduo Qi, Naihua Xiu
Block relaxation and majorization methods for the nearest correlation matrix with factor structure. Comput. Optim. Appl. 50 (2) (2011)
Yingnan Wang, Naihua Xiu
Strong Semismoothness of Projection onto Slices of Second-Order Cone. J. Optim. Theory Appl. 150 (3) (2011)
Yingnan Wang, Naihua Xiu, Ziyan Luo
A regularized strong duality for nonsymmetric semidefinite least squares problem. Optim. Lett. 5 (4) (2011)
Lingchen Kong, Levent Tunçel, Naihua Xiu
Sufficient Conditions for Low-rank Matrix Recovery, Translated from Sparse Signal Recovery CoRR (2011)
Jianzhong Zhang, Biao Qu, Naihua Xiu
Some projection-like methods for the generalized Nash equilibria. Comput. Optim. Appl. 45 (1) (2010)
Chao Zhang, Xiaojun Chen, Naihua Xiu
Global error bounds for the extended vertical LCP. Comput. Optim. Appl. 42 (3) (2009)
Lingchen Kong, Levent Tunçel, Naihua Xiu
Vector-Valued Implicit Lagrangian for Symmetric Cone complementarity Problems. Asia Pac. J. Oper. Res. 26 (2) (2009)
Lingchen Kong, Naihua Xiu, Jiye Han
The solution set structure of monotone linear complementarity problems over second-order cone. Oper. Res. Lett. 36 (1) (2008)
Lingchen Kong, Jie Sun, Naihua Xiu
A Regularized Smoothing Newton Method for Symmetric Cone Complementarity Problems. SIAM J. Optim. 19 (3) (2008)
Lingchen Kong, Naihua Xiu
New smooth C-functions for symmetric cone complementarity problems. Optim. Lett. 1 (4) (2007)
Muhammad Aslam Noor, Yiju Wang, Naihua Xiu
Some new projection methods for variational inequalities. Appl. Math. Comput. 137 (2-3) (2003)
Naihua Xiu, Jianzhong Zhang
Identification of the Optimal Active Set in a Noninterior Continuation Method for LCP. J. Glob. Optim. 26 (2) (2003)
Naihua Xiu, Jianzhong Zhang
A characteristic quantity of P-matrices. Appl. Math. Lett. 15 (1) (2002)
Jianzhong Zhang, Naihua Xiu
New projection-type methods for monotone LCP with finite termination. Numerische Mathematik 92 (1) (2002)
Jianzhong Zhang, Naihua Xiu
-type error bound for the extended linear complementarity problem and applications. Math. Program. 88 (2) (2000)
Changyu Wang, Naihua Xiu
Convergence of the Gradient Projection Method for Generalized Convex Minimization. Comput. Optim. Appl. 16 (2) (2000)
Bintong Chen, Naihua Xiu
A Global Linear and Local Quadratic Noninterior Continuation Method for Nonlinear Complementarity Problems Based on Chen-Mangasarian Smoothing Functions. SIAM J. Optim. 9 (3) (1999)