Zheng-Hai Huang

Publication Activity (10 Years)

Years Active: 2003-2024
Publications (10 Years): 56

Top Topics

Face Recognition

Complementarity Problems

Augmented Lagrangian

Top Venues

J. Optim. Theory Appl.

Comput. Optim. Appl.

Asia Pac. J. Oper. Res.

J. Comput. Appl. Math.

Publications

Qingyang Jia, Zheng-Hai Huang, Yong Wang
Generalized Multilinear Games and Vertical Tensor Complementarity Problems. J. Optim. Theory Appl. 200 (2) (2024)
Chen Sun, Yong Wang, Zheng-Hai Huang
An Iterative Method for Horizontal Tensor Complementarity Problems. J. Optim. Theory Appl. 202 (2) (2024)
Kaixin Gao, Zheng-Hai Huang, Lulu Guo
Low-rank matrix recovery problem minimizing a new ratio of two norms approximating the rank function then using an ADMM-type solver with applications. J. Comput. Appl. Math. 438 (2024)
Xionghui Zheng, Yong Wang, Zheng-Hai Huang
A linearized method for solving tensor complementarity problems with implicit Z-tensors. Optim. Lett. 18 (5) (2024)
Ting Zhang, Yong Wang, Zheng-Hai Huang
Projected fixed-point method for vertical tensor complementarity problems. Comput. Optim. Appl. 89 (1) (2024)
Kai-Xin Gao, Zheng-Hai Huang, Xiaolei Liu, Min Wang, Shuangling Wang, Zidong Wang, Dachuan Xu, Fan Yu
Eigenvalue-Corrected Natural Gradient Based on a New Approximation. Asia Pac. J. Oper. Res. 40 (1) (2023)
Zheng-Hai Huang, Yu-Fan Li, Xinhe Miao
Finding the Least Element of a Nonnegative Solution Set of a Class of Polynomial Inequalities. SIAM J. Matrix Anal. Appl. 44 (2) (2023)
Kaixin Gao, Zheng-Hai Huang
Tensor Robust Principal Component Analysis via Tensor Fibered Rank and \({\boldsymbol{{l_p}}}\) Minimization. SIAM J. Imaging Sci. 16 (1) (2023)
Zheng-Hai Huang, Yu-Fan Li, Yong Wang
A fixed point iterative method for tensor complementarity problems with the implicit Z-tensors. J. Glob. Optim. 86 (2) (2023)
Lulu Guo, Kaixin Gao, Zheng-Hai Huang
norm and plug-and-play regularization. Neurocomputing 534 (2023)
Ruoke Meng, Zheng-Hai Huang, Yong Wang
Existence of the least element solution of the vertical block Z-tensor complementarity problem. Optim. Lett. 17 (7) (2023)
Quan Yu, Xinzhen Zhang, Zheng-Hai Huang
Tensor Factorization-Based Method for Tensor Completion with Spatio-temporal Characterization. J. Optim. Theory Appl. 199 (1) (2023)
Zixin Deng, Zheng-Hai Huang, Xinhe Miao
Sufficient conditions for judging quasi-strictly diagonally dominant tensors. Comput. Appl. Math. 42 (1) (2023)
Jin-Chang Yan, Yang Xu, Zheng-Hai Huang
A homotopy method for solving multilinear systems with strong completely positive tensors. Appl. Math. Lett. 124 (2022)
Huiyuan Guo, Zheng-Hai Huang, Xinzhen Zhang
Low rank matrix recovery with impulsive noise. Appl. Math. Lett. 134 (2022)
Meng-Meng Zheng, Zheng-Hai Huang, Sheng-Long Hu
Unconstrained minimization of block-circulant polynomials via semidefinite program in third-order tensor space. J. Glob. Optim. 84 (2) (2022)
Meng-Meng Zheng, Zheng-Hai Huang, Yong Wang
T-positive semidefiniteness of third-order symmetric tensors and T-semidefinite programming. Comput. Optim. Appl. 78 (1) (2021)
Meng-Meng Zheng, Zheng-Hai Huang, Xue-Li Bai
Nonemptiness and Compactness of Solution Sets to Weakly Homogeneous Generalized Variational Inequalities. J. Optim. Theory Appl. 189 (3) (2021)
Xueli Bai, Meng-Meng Zheng, Zheng-Hai Huang
Unique solvability of weakly homogeneous generalized variational inequalities. J. Glob. Optim. 80 (4) (2021)
Kai-Xin Gao, Xiao-Lei Liu, Zheng-Hai Huang, Min Wang, Zidong Wang, Dachuan Xu, Fan Yu
A Trace-restricted Kronecker-Factored Approximation to Natural Gradient. AAAI (2021)
Yang Xu, Zheng-Hai Huang
Bounds of the solution set of the tensor complementarity problem. Optim. Lett. 15 (8) (2021)
Mengyun Chen, Kai-Xin Gao, Xiaolei Liu, Zidong Wang, Ningxi Ni, Qian Zhang, Lei Chen, Chao Ding, Zheng-Hai Huang, Min Wang, Shuangling Wang, Fan Yu, Xinyuan Zhao, Dachuan Xu
THOR, Trace-based Hardware-driven Layer-Oriented Natural Gradient Descent Computation. AAAI (2021)
Xiao-Xiao Ma, Meng-Meng Zheng, Zheng-Hai Huang
A Note on the Nonemptiness and Compactness of Solution Sets of Weakly Homogeneous Variational Inequalities. SIAM J. Optim. 30 (1) (2020)
Zheng-Hai Huang, Defeng Sun, Jie Sun
Preface. Asia Pac. J. Oper. Res. 37 (4) (2020)
Kai-Xin Gao, Xiao-Lei Liu, Zheng-Hai Huang, Min Wang, Zidong Wang, Dachuan Xu, Fan Yu
A Trace-restricted Kronecker-Factored Approximation to Natural Gradient. CoRR (2020)
Jing Wang, Zheng-Hai Huang, Yang Xu
Existence and uniqueness of solutions of the generalized polynomial variational inequality. Optim. Lett. 14 (6) (2020)
Kai-Xin Gao, Xiao-Lei Liu, Zheng-Hai Huang, Min Wang, Shuangling Wang, Zidong Wang, Dachuan Xu, Fan Yu
Eigenvalue-corrected Natural Gradient Based on a New Approximation. CoRR (2020)
Zheng-Hai Huang, Liqun Qi
Stationary Probability Vectors of Higher-Order Two-Dimensional Symmetric Transition Probability Tensors. Asia Pac. J. Oper. Res. 37 (4) (2020)
Meng-Meng Zheng, Zheng-Hai Huang, Xiao-Xiao Ma
Nonemptiness and Compactness of Solution Sets to Generalized Polynomial Complementarity Problems. J. Optim. Theory Appl. 185 (1) (2020)
Sheng-Long Hu, Jie Wang, Zheng-Hai Huang
An inexact augmented Lagrangian multiplier method for solving quadratic complementary problems: An adapted algorithmic framework combining specific resolution techniques. J. Comput. Appl. Math. 361 (2019)
Zhi-Ming Li, Zheng-Hai Huang, Wen-Juan Li
Recognition of Colored Face, Based on an Improved Color Local Binary Pattern. Int. J. Pattern Recognit. Artif. Intell. 33 (4) (2019)
Zheng-Hai Huang, Liqun Qi
Tensor Complementarity Problems - Part I: Basic Theory. J. Optim. Theory Appl. 183 (1) (2019)
Zheng-Hai Huang, Liqun Qi
Tensor Complementarity Problems - Part III: Applications. J. Optim. Theory Appl. 183 (3) (2019)
Guowei You, Zheng-Hai Huang, Yong Wang
The sparsest solution of the union of finite polytopes via its nonconvex relaxation. Math. Methods Oper. Res. 89 (3) (2019)
Yu-Fan Li, Kun Shang, Zheng-Hai Huang
-shrinkage thresholding algorithm for low rank matrix recovery. Comput. Optim. Appl. 73 (2) (2019)
Xue-Li Bai, Zheng-Hai Huang, Xia Li
Stability of Solutions and Continuity of Solution Maps of Tensor Complementarity Problems. Asia Pac. J. Oper. Res. 36 (2) (2019)
Liqun Qi, Zheng-Hai Huang
Tensor Complementarity Problems - Part II: Solution Methods. J. Optim. Theory Appl. 183 (2) (2019)
Kun Shang, Yu-Fan Li, Zheng-Hai Huang
-shrinkage thresholding algorithm for low Tucker rank tensor recovery. Inf. Sci. 482 (2019)
Jie Wang, Sheng-Long Hu, Zheng-Hai Huang
Solution Sets of Quadratic Complementarity Problems. J. Optim. Theory Appl. 176 (1) (2018)
Sheng-Long Hu, Jie Wang, Zheng-Hai Huang
Error Bounds for the Solution Sets of Quadratic Complementarity Problems. J. Optim. Theory Appl. 179 (3) (2018)
Haibin Chen, Zheng-Hai Huang, Liqun Qi
Copositive tensor detection and its applications in physics and hypergraphs. Comput. Optim. Appl. 69 (1) (2018)
Xiangyu Zhu, Ping Wang, Zheng-Hai Huang
Adaptive propagation matting based on transparency of image. Multim. Tools Appl. 77 (15) (2018)
Zheng-Hai Huang, Liqun Qi
Positive definiteness of paired symmetric tensors and elasticity tensors. J. Comput. Appl. Math. 338 (2018)
Kun Shang, Zheng-Hai Huang, Wanquan Liu, Zhi-Ming Li
A single gallery-based face recognition using extended joint sparse representation. Appl. Math. Comput. 320 (2018)
Yong Wang, Zheng-Hai Huang, Liqun Qi
Global Uniqueness and Solvability of Tensor Variational Inequalities. J. Optim. Theory Appl. 177 (1) (2018)
Yu-Fan Li, Kun Shang, Zheng-Hai Huang
Low Tucker rank tensor recovery via ADMM based on exact and inexact iteratively reweighted algorithms. J. Comput. Appl. Math. 331 (2018)
Zheng-Hai Huang, Liqun Qi
-person noncooperative game as a tensor complementarity problem. Comput. Optim. Appl. 66 (3) (2017)
Wen-Juan Li, Jun Wang, Zheng-Hai Huang, Ting Zhang, Daniel K. Du
LBP-like feature based on Gabor wavelets for face recognition. Int. J. Wavelets Multiresolution Inf. Process. 15 (5) (2017)
Guowei You, Zheng-Hai Huang, Yong Wang
A theoretical perspective of solving phaseless compressive sensing via its nonconvex relaxation. Inf. Sci. 415 (2017)
Haibin Chen, Zheng-Hai Huang, Liqun Qi
Copositivity Detection of Tensors: Theory and Algorithm. J. Optim. Theory Appl. 174 (3) (2017)
Lei Yang, Zheng-Hai Huang, Sheng-Long Hu, Jiye Han
An iterative algorithm for third-order tensor multi-rank minimization. Comput. Optim. Appl. 63 (1) (2016)
Zhi-Ming Li, Zheng-Hai Huang, Kun Shang
A Customized Sparse Representation Model With Mixed Norm for Undersampled Face Recognition. IEEE Trans. Inf. Forensics Secur. 11 (10) (2016)
Xinzhen Zhang, Zheng-Hai Huang, Liqun Qi
Comon's Conjecture, Rank Decomposition, and Symmetric Rank Decomposition of Symmetric Tensors. SIAM J. Matrix Anal. Appl. 37 (4) (2016)
Yong Wang, Zheng-Hai Huang, Xue-Li Bai
Exceptionally regular tensors and tensor complementarity problems. Optim. Methods Softw. 31 (4) (2016)
Zhi-Ming Li, Zheng-Hai Huang, Ting Zhang
Gabor-scale binary pattern for face recognition. Int. J. Wavelets Multiresolution Inf. Process. 14 (5) (2016)
Xue-Li Bai, Zheng-Hai Huang, Yong Wang
Global Uniqueness and Solvability for Tensor Complementarity Problems. J. Optim. Theory Appl. 170 (1) (2016)
Ru-Xi Ding, Daniel K. Du, Zheng-Hai Huang, Zhi-Ming Li, Kun Shang
Variational Feature Representation-based Classification for face recognition with single sample per person. J. Vis. Commun. Image Represent. 30 (2015)
Min Zhang, Lei Yang, Zheng-Hai Huang
Minimum n-rank approximation via iterative hard thresholding. Appl. Math. Comput. 256 (2015)
Lei Yang, Zheng-Hai Huang, Yu-Fan Li
A Splitting Augmented Lagrangian Method for Low Multilinear-Rank Tensor Recovery. Asia Pac. J. Oper. Res. 32 (1) (2015)
Zheng-Hai Huang, Wen-Juan Li, Jin Shang, Jun Wang, Ting Zhang
Non-uniform patch based face recognition via 2D-DWT. Image Vis. Comput. 37 (2015)
Zheng-Hai Huang, Wen-Juan Li, Jun Wang, Ting Zhang
Face recognition based on pixel-level and feature-level fusion of the top-level's wavelet sub-bands. Inf. Fusion 22 (2015)
Nan Lu, Zheng-Hai Huang
A Smoothing Newton Algorithm for a Class of Non-monotonic Symmetric Cone Linear Complementarity Problems. J. Optim. Theory Appl. 161 (2) (2014)
Yu-Fan Li, Yan-Jiao Zhang, Zheng-Hai Huang
A reweighted nuclear norm minimization algorithm for low rank matrix recovery. J. Comput. Appl. Math. 263 (2014)
Sheng-Long Hu, Zheng-Hai Huang, Liqun Qi
Finding the extreme Z-eigenvalues of tensors via a sequential semidefinite programming method. Numer. Linear Algebra Appl. 20 (6) (2013)
Sheng-Long Hu, Zheng-Hai Huang, Chen Ling, Liqun Qi
On determinants and eigenvalue theory of tensors. J. Symb. Comput. 50 (2013)
Nan Lu, Zheng-Hai Huang
The Hölder continuity of Löwner's operator in Euclidean Jordan algebras. Optim. Lett. 7 (8) (2013)
Lei Yang, Zheng-Hai Huang, Xianjun Shi
A Fixed Point Iterative Method for Low n-Rank Tensor Pursuit. IEEE Trans. Signal Process. 61 (11) (2013)
Min Zhang, Zheng-Hai Huang, Ying Zhang
Restricted $p$ -Isometry Properties of Nonconvex Matrix Recovery. IEEE Trans. Inf. Theory 59 (7) (2013)
Sheng-Long Hu, Zheng-Hai Huang
Theorems of the Alternative for Inequality Systems of Real Polynomials. J. Optim. Theory Appl. 154 (1) (2012)
Sheng-Long Hu, Zheng-Hai Huang, Qiong Zhang
A generalized Newton method for absolute value equations associated with second order cones. J. Comput. Appl. Math. 235 (5) (2011)
Jein-Shan Chen, Zheng-Hai Huang, C.-Y. She
A new class of penalized NCP-functions and its properties. Comput. Optim. Appl. 50 (1) (2011)
Xin-He Miao, Zheng-Hai Huang
The column-sufficiency and row-sufficiency of the linear transformation on Hilbert spaces. J. Glob. Optim. 49 (1) (2011)
Zheng-Hai Huang, Xiaohong Liu
Extension of smoothing Newton algorithms to solve linear programming over symmetric cones. J. Syst. Sci. Complex. 24 (1) (2011)
Sheng-Long Hu, Zheng-Hai Huang
Alternating direction method for bi-quadratic programming. J. Glob. Optim. 51 (3) (2011)
Nan Lu, Zheng-Hai Huang
Solvability of Newton equations in smoothing-type algorithms for the SOCCP. J. Comput. Appl. Math. 235 (8) (2011)
Zheng-Hai Huang, Tie Ni
Smoothing algorithms for complementarity problems over symmetric cones. Comput. Optim. Appl. 45 (3) (2010)
Na Zhao, Zheng-Hai Huang
Finite termination of a Newton-type algorithm for a class of affine variational inequality problems. Appl. Math. Comput. 217 (7) (2010)
Sheng-Long Hu, Zheng-Hai Huang
Polynomial time solvability of non-symmetric semidefinite programming. Oper. Res. Lett. 38 (5) (2010)
Sheng-Long Hu, Zheng-Hai Huang
A note on absolute value equations. Optim. Lett. 4 (3) (2010)
Ying Zhang, Zheng-Hai Huang
A nonmonotone smoothing-type algorithm for solving a system of equalities and inequalities. J. Comput. Appl. Math. 233 (9) (2010)
Sheng-Long Hu, Zheng-Hai Huang, Nan Lu
A Non-monotone Line Search Algorithm for Unconstrained Optimization. J. Sci. Comput. 42 (1) (2010)
Xiaohong Liu, Zheng-Hai Huang
A smoothing Newton algorithm based on a one-parametric class of smoothing functions for linear programming over symmetric cones. Math. Methods Oper. Res. 70 (2) (2009)
Sheng-Long Hu, Zheng-Hai Huang, Ping Wang
A nonmonotone smoothing Newton algorithm for solving nonlinear complementarity problems. Optim. Methods Softw. 24 (3) (2009)
Zheng-Hai Huang, Xin-He Miao, Ping Wang
A revised cut-peak function method for box constrained continuous global optimization. Appl. Math. Comput. 194 (1) (2007)
Zheng-Hai Huang, Hui Wang
Smoothing-type algorithm for solving linear programs by using an augmented complementarity problem. Appl. Math. Comput. 177 (1) (2006)
Jie Sun, Zheng-Hai Huang
A smoothing Newton algorithm for the LCP with a sufficient matrix that terminates finitely at a maximally complementary solution. Optim. Methods Softw. 21 (4) (2006)
Zheng-Hai Huang, Defeng Sun, Gongyun Zhao
A Smoothing Newton-Type Algorithm of Stronger Convergence for the Quadratically Constrained Convex Quadratic Programming. Comput. Optim. Appl. 35 (2) (2006)
Zheng-Hai Huang
Global Lipschitzian error bounds for semidefinite complementarity problems with emphasis on NCPs. Appl. Math. Comput. 162 (3) (2005)
Zheng-Hai Huang
Locating a maximally complementary solution of the monotone NCP by using non-interior-point smoothing algorithms. Math. Methods Oper. Res. 61 (1) (2005)
Shu-Cherng Fang, Jiye Han, Zheng-Hai Huang, S. Ilker Birbil
On the Finite Termination of an Entropy Function Based Non-Interior Continuation Method for Vertical Linear Complementarity Problems. J. Glob. Optim. 33 (3) (2005)
Zheng-Hai Huang, Liqun Qi, Defeng Sun
- and monotone LCP. Math. Program. 99 (3) (2004)
Dachuan Xu, Jiye Han, Zheng-Hai Huang, Liping Zhang
\text2-DENSE-SUBGRAPH. J. Glob. Optim. 27 (4) (2003)