Zhenyue Zhang

Publication Activity (10 Years)

Years Active: 1998-2025
Publications (10 Years): 18

Top Topics

Conjugate Gradient

Channel Estimation

Matrix Factorization

Subspace Learning

Top Venues

IEEE Trans. Pattern Anal. Mach. Intell.

IEEE Signal Process. Lett.

Publications

Min Xiang, Zhenyue Zhang
Non-signal components minimization for sparse signal recovery. Signal Process. 226 (2025)
Zhenyue Zhang, Zheng Zhai, Limin Li
Graph Refinement via Simultaneously Low-Rank and Sparse Approximation. SIAM J. Sci. Comput. 44 (3) (2022)
Zhenyue Zhang, Zhong-Heng Tan
Convergence Analysis of Discrete Conformal Transformation. CoRR (2022)
Zhong-Heng Tan, Zhenyue Zhang
Stable Discrete Minimization of Conformal Energy for Disk Conformal Parameterization. CoRR (2022)
Bingjie Li, Tianhao Ni, Zhenyue Zhang
A Modified Nonlinear Conjugate Gradient Algorithm for Functions with Non-Lipschitz Gradient. CoRR (2022)
Bingjie Li, Xi Shi, Zhenyue Zhang
A Two-Phase Algorithm for Robust Symmetric Non-Negative Matrix Factorization. Symmetry 13 (9) (2021)
Yuqing Xia, Zhenyue Zhang
Scalable Feedback of Spectral Projection for Subspace Learning. IEEE Signal Process. Lett. 26 (2) (2019)
Limin Li, Zhenyue Zhang
Semi-Supervised Domain Adaptation by Covariance Matching. IEEE Trans. Pattern Anal. Mach. Intell. 41 (11) (2019)
Zhenyue Zhang, Yan Liang, Wenjuan Shi, Lianjun Yuan, Guan Gui
${\ell}_{1/2}$ -Regularization-Based Super-Resolution Sparse Channel Estimation for MmWave Massive MIMO Systems. IEEE Access 7 (2019)
Zhenyue Zhang, Yuqing Xia
Minimal Sample Subspace Learning: Theory and Algorithms. CoRR (2019)
Zhenyue Zhang, Yuqing Xia
Minimal Sample Subspace Learning: Theory and Algorithms. J. Mach. Learn. Res. 20 (2019)
Qiwei Peng, Tongwei Yu, Wang Luo, Tong Li, Gaofeng Zhao, Qiang Fan, Xiaolong Hao, Peng Wang, Zhiguo Li, Qilei Zhong, Min Feng, Lei Yu, Tingliang Yan, Shaowei Liu, Yuan Xia, Bin Han, Qibin Dai, Yunyi Li, Zhenyue Zhang, Guan Gui
An Adaptive Iteratively Weighted Half Thresholding Algorithm for Image Compressive Sensing Reconstruction. CSPS (2) (2018)
Yuqing Xia, Zhenyue Zhang
Rank-sparsity balanced representation for subspace clustering. Mach. Vis. Appl. 29 (6) (2018)
Zhenyue Zhang, Guan Gui, Yan Liang
ℓ1/2-Regularization Based Sparse Channel Estimation for MmWave Massive MIMO Systems. DSL (2018)
Zhenyue Zhang, Zheng Zhai, Limin Li
Uniform Projection for Multi-View Learning. IEEE Trans. Pattern Anal. Mach. Intell. 39 (8) (2017)
Zhigang Yao, Zhenyue Zhang
Principal Boundary on Riemannian Manifolds. CoRR (2017)
Zhenyue Zhang, Jiayun Mao
Jointly sparse neighborhood graph for multi-view manifold clustering. Neurocomputing 216 (2016)
Jiayun Mao, Zhenyue Zhang
A local convex method for rank-sparsity factorization. Pattern Recognit. Lett. 71 (2016)
Zhenyue Zhang, Keke Zhao
Low-Rank Matrix Approximation with Manifold Regularization. IEEE Trans. Pattern Anal. Mach. Intell. 35 (7) (2013)
Zhenyue Zhang, Jing Wang, Hongyuan Zha
Adaptive Manifold Learning. IEEE Trans. Pattern Anal. Mach. Intell. 34 (2) (2012)
Zhenyue Zhang, Keke Zhao, Hongyuan Zha
Inducible regularization for low-rank matrix factorizations for collaborative filtering. Neurocomputing 97 (2012)
Rui He, Zhenyue Zhang
Locally affine patch mapping and global refinement for image super-resolution. Pattern Recognit. 44 (9) (2011)
Keke Zhao, Zhenyue Zhang
Successively alternate least square for low-rank matrix factorization with bounded missing data. Comput. Vis. Image Underst. 114 (10) (2010)
Jing Wang, Zhenyue Zhang
Nonlinear embedding preserving multiple local-linearities. Pattern Recognit. 43 (4) (2010)
Junfeng Lu, Zhenyue Zhang
A Modified Nonlinear Inexact Uzawa Algorithm with a Variable Relaxation Parameter for the Stabilized Saddle Point Problem. SIAM J. Matrix Anal. Appl. 31 (4) (2010)
Hongyuan Zha, Zhenyue Zhang
Spectral Properties of the Alignment Matrices in Manifold Learning. SIAM Rev. 51 (3) (2009)
Lingxiao Zhao, Zhenyue Zhang
Supervised locally linear embedding with probability-based distance for classification. Comput. Math. Appl. 57 (6) (2009)
Zhenyue Zhang, Hongyuan Zha, Min Zhang
Spectral methods for semi-supervised manifold learning. CVPR (2008)
Zhenyue Zhang, Lingxiao Zhao
Probability-Based Locally Linear Embedding for Classification. FSKD (3) (2007)
Yuyang Qiu, Zhenyue Zhang, Junfeng Lu
=F with some linear constraints. Appl. Math. Comput. 185 (1) (2007)
Hongyuan Zha, Zhenyue Zhang
Continuum Isomap for manifold learnings. Comput. Stat. Data Anal. 52 (1) (2007)
Yuyang Qiu, Zhenyue Zhang, Junfeng Lu
The matrix equations AX=B, XC=F with PX=sXP constraint. Appl. Math. Comput. 189 (2) (2007)
Zhenyue Zhang, Min Fang, Jing Wang
Stability and Fast Algorithms of Incomplete LU Factorization with Zero-Fill for Nine-Diagonal Matrices. SIAM J. Matrix Anal. Appl. 29 (2) (2007)
Zhenyue Zhang, Yiu-ming Cheung
On Weight Design of Maximum Weighted Likelihood and an Extended EM Algorithm. IEEE Trans. Knowl. Data Eng. 18 (10) (2006)
Zhenyue Zhang, Jing Wang
MLLE: Modified Locally Linear Embedding Using Multiple Weights. NIPS (2006)
Hongyuan Zha, Zhenyue Zhang
Spectral analysis of alignment in manifold learning. ICASSP (5) (2005)
Zhenyue Zhang, Jing Wang, Min Fang
Necessary and Sufficient Conditions for the Existence of Positive Definite Solutions to the Symmetric Recursive Inverse Eigenvalue Problem. SIAM J. Matrix Anal. Appl. 26 (4) (2005)
Zhenyue Zhang, Hongyuan Zha
A Domain Decomposition Method for Fast Manifold Learning. NIPS (2005)
Zhenyue Zhang, Hongyuan Zha
Principal Manifolds and Nonlinear Dimensionality Reduction via Tangent Space Alignment. SIAM J. Sci. Comput. 26 (1) (2004)
Zhenyue Zhang, Hongyuan Zha, Horst D. Simon
Low-Rank Approximations with Sparse Factors II: Penalized Methods with Discrete Newton-Like Iterations. SIAM J. Matrix Anal. Appl. 25 (4) (2004)
Jin Hyeong Park, Zhenyue Zhang, Hongyuan Zha, Rangachar Kasturi
Local Smoothing for Manifold Learning. CVPR (2) (2004)
Jing Wang, Zhenyue Zhang, Hongyuan Zha
Adaptive Manifold Learning. NIPS (2004)
Zhenyue Zhang, Hongyuan Zha
Nonlinear Dimension Reduction via Local Tangent Space Alignment. IDEAL (2003)
Hui Han, C. Lee Giles, Eren Manavoglu, Hongyuan Zha, Zhenyue Zhang, Edward A. Fox
Automatic Document Metadata Extraction Using Support Vector Machines. JCDL (2003)
Zhenyue Zhang, Yushan Huang
A Projection Method for Least Squares Problems with a Quadratic Equality Constraint. SIAM J. Matrix Anal. Appl. 25 (1) (2003)
Hongyuan Zha, Zhenyue Zhang
Isometric Embedding and Continuum ISOMAP. ICML (2003)
Hasan Erbay, Jesse L. Barlow, Zhenyue Zhang
A modified Gram-Schmidt-based downdating technique for ULV decompositions with applications to recursive TLS problems. Comput. Stat. Data Anal. 41 (1) (2002)
Zhenyue Zhang, Hongyuan Zha
Principal Manifolds and Nonlinear Dimension Reduction via Local Tangent Space Alignment CoRR (2002)
Zhenyue Zhang, Hongyuan Zha, Horst D. Simon
Low-Rank Approximations with Sparse Factors I: Basic Algorithms and Error Analysis. SIAM J. Matrix Anal. Appl. 23 (3) (2002)
Zhenyue Zhang, Hongyuan Zha
Structure and Perturbation Analysis of Truncated SVDs for Column-Partitioned Matrices. SIAM J. Matrix Anal. Appl. 22 (4) (2001)
Hongyuan Zha, Zhenyue Zhang
Matrices with Low-Rank-Plus-Shift Structure: Partial SVD and Latent Semantic Indexing. SIAM J. Matrix Anal. Appl. 21 (2) (2000)
Hongyuan Zha, Zhenyue Zhang
A Cubically Convergent Parallelizable Method for the Hermitian Eigenvalue Problem. SIAM J. Matrix Anal. Appl. 19 (2) (1998)