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 | 2013 | |
|---|---|---|
| j19 |      | Zhenyue Zhang, Keke Zhao: Low-Rank Matrix Approximation with Manifold Regularization. IEEE Trans. Pattern Anal. Mach. Intell. 35(7): 1717-1729 (2013) |
| 2012 | ||
| j18 | | Zhenyue Zhang, Keke Zhao, Hongyuan Zha: Inducible regularization for low-rank matrix factorizations for collaborative filtering. Neurocomputing 97: 52-62 (2012) |
| j17 | | Zhenyue Zhang, Jing Wang, Hongyuan Zha: Adaptive Manifold Learning. IEEE Trans. Pattern Anal. Mach. Intell. 34(2): 253-265 (2012) |
| 2011 | ||
| j16 | | Rui He, Zhenyue Zhang: Locally affine patch mapping and global refinement for image super-resolution. Pattern Recognition 44(9): 2210-2219 (2011) |
| 2010 | ||
| j15 | | Keke Zhao, Zhenyue Zhang: Successively alternate least square for low-rank matrix factorization with bounded missing data. Computer Vision and Image Understanding 114(10): 1084-1096 (2010) |
| j14 | | Jing Wang, Zhenyue Zhang: Nonlinear embedding preserving multiple local-linearities. Pattern Recognition 43(4): 1257-1268 (2010) |
| j13 | | Junfeng Lu, Zhenyue Zhang: A Modified Nonlinear Inexact Uzawa Algorithm with a Variable Relaxation Parameter for the Stabilized Saddle Point Problem. SIAM J. Matrix Analysis Applications 31(4): 1934-1957 (2010) |
| 2009 | ||
| j12 | | Lingxiao Zhao, Zhenyue Zhang: Supervised locally linear embedding with probability-based distance for classification. Computers & Mathematics with Applications 57(6): 919-926 (2009) |
| j11 | | Hongyuan Zha, Zhenyue Zhang: Spectral Properties of the Alignment Matrices in Manifold Learning. SIAM Review 51(3): 545-566 (2009) |
| 2008 | ||
| c9 | | Zhenyue Zhang, Hongyuan Zha, Min Zhang: Spectral methods for semi-supervised manifold learning. CVPR 2008 |
| 2007 | ||
| j10 | | Yuyang Qiu, Zhenyue Zhang, Junfeng Lu: Matrix iterative solutions to the least squares problem of BXAT=F with some linear constraints. Applied Mathematics and Computation 185(1): 284-300 (2007) |
| j9 | | Yuyang Qiu, Zhenyue Zhang, Junfeng Lu: The matrix equations AX=B, XC=F with PX=sXP constraint. Applied Mathematics and Computation 189(2): 1428-1434 (2007) |
| j8 | | Hongyuan Zha, Zhenyue Zhang: Continuum Isomap for manifold learnings. Computational Statistics & Data Analysis 52(1): 184-200 (2007) |
| j7 | | Zhenyue Zhang, Min Fang, Jing Wang: Stability and Fast Algorithms of Incomplete LU Factorization with Zero-Fill for Nine-Diagonal Matrices. SIAM J. Matrix Analysis Applications 29(2): 530-553 (2007) |
| c8 | | Zhenyue Zhang, Lingxiao Zhao: Probability-Based Locally Linear Embedding for Classification. FSKD (3) 2007: 243-247 |
| 2006 | ||
| j6 | | Zhenyue Zhang, Yiu-ming Cheung: On Weight Design of Maximum Weighted Likelihood and an Extended EM Algorithm. IEEE Trans. Knowl. Data Eng. 18(10): 1429-1434 (2006) |
| c7 | | |
| 2005 | ||
| j5 | | 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 Analysis Applications 26(4): 1115-1131 (2005) |
| c6 | | |
| 2004 | ||
| j4 | | Zhenyue Zhang, Hongyuan Zha, Horst D. Simon: Low-Rank Approximations with Sparse Factors II: Penalized Methods with Discrete Newton-Like Iterations. SIAM J. Matrix Analysis Applications 25(4): 901-920 (2004) |
| j3 | | Zhenyue Zhang, Hongyuan Zha: Principal Manifolds and Nonlinear Dimensionality Reduction via Tangent Space Alignment. SIAM J. Scientific Computing 26(1): 313-338 (2004) |
| c5 | | Jin Hyeong Park, Zhenyue Zhang, Hongyuan Zha, Rangachar Kasturi: Local Smoothing for Manifold Learning. CVPR (2) 2004: 452-459 |
| c4 | | |
| 2003 | ||
| j2 | | Zhenyue Zhang, Yushan Huang: A Projection Method for Least Squares Problems with a Quadratic Equality Constraint. SIAM J. Matrix Analysis Applications 25(1): 188-212 (2003) |
| c3 | | |
| c2 | | Zhenyue Zhang, Hongyuan Zha: Nonlinear Dimension Reduction via Local Tangent Space Alignment. IDEAL 2003: 477-481 |
| c1 | | Hui Han, C. Lee Giles, Eren Manavoglu, Hongyuan Zha, Zhenyue Zhang, Edward A. Fox: Automatic Document Metadata Extraction Using Support Vector Machines. JCDL 2003: 37-48 |
| 2002 | ||
| j1 | | Hasan Erbay, Jesse L. Barlow, Zhenyue Zhang: A modified Gram-Schmidt-based downdating technique for ULV decompositions with applications to recursive TLS problems. Computational Statistics & Data Analysis 41(1): 195-209 (2002) |
| i1 | | Zhenyue Zhang, Hongyuan Zha: Principal Manifolds and Nonlinear Dimension Reduction via Local Tangent Space Alignment. CoRR cs.LG/0212008 (2002) |
Colors in the list of coauthors
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