Changshui Zhang - researchr alias

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2011

Mining interlacing manifolds in high dimensional spacesTao Ban, Changshui Zhang, Shigeo Abe, Takeshi Takahashi, Youki Kadobayashi. SAC 2011: 942-949 [doi]

Semi-supervised ranking aggregationShouchun Chen, Fei Wang, Yangqiu Song, Changshui Zhang. ipm, 47(3):415-425, 2011. [doi]

A Fast Dual Projected Newton Method for l::1::-Regularized Least SquaresPinghua Gong, Changshui Zhang. IJCAI 2011: 1275-1280 [doi]

Semisupervised Learning Using Negative LabelsChenping Hou, Feiping Nie, Fei Wang, Changshui Zhang, Yi Wu. tnn, 22(3):420-432, 2011. [doi]

Active learning with adaptive regularizationZheng Wang, Shuicheng Yan, Changshui Zhang. PR, 44(10-11):2375-2383, 2011. [doi]

Interactive Image Segmentation With Multiple Linear Reconstructions in WindowsShiming Xiang, Chunhong Pan, Feiping Nie, Changshui Zhang. tmm, 13(2):342-352, 2011. [doi]

Multitask Bregman clusteringJianwen Zhang, Changshui Zhang. ijon, 74(10):1720-1734, 2011. [doi]

2010

What if the Irresponsible Teachers Are Dominating?Shuo Chen, Jianwen Zhang, Guangyun Chen, Changshui Zhang. AAAI 2010: [doi]

Multiple Fundamental Frequency Estimation by Modeling Spectral Peaks and Non-Peak RegionsZhiyao Duan, Bryan Pardo, Changshui Zhang. taslp, 18(8):2121-2133, 2010. [doi]

Learning Discriminative Piecewise Linear Models with Boundary PointsKun Gai, Changshui Zhang. AAAI 2010: [doi]

Multiple view semi-supervised dimensionality reductionChenping Hou, Changshui Zhang, Yi Wu, Feiping Nie. PR, 43(3):720-730, 2010. [doi]

Compressed Learning with Regular ConceptJiawei Lv, Jianwen Zhang, Fei Wang, Zheng Wang, Changshui Zhang. alt 2010: 163-178 [doi]

Flexible Manifold Embedding: A Framework for Semi-Supervised and Unsupervised Dimension ReductionFeiping Nie, Dong Xu, Ivor Wai-Hung Tsang, Changshui Zhang. TIP, 19(7):1921-1932, 2010. [doi]

A general graph-based semi-supervised learning with novel class discoveryFeiping Nie, Shiming Xiang, Yun Liu, Changshui Zhang. nca, 19(4):549-555, 2010. [doi]

Homotopy Regularization for BoostingZheng Wang, Yangqiu Song, Changshui Zhang. icdm 2010: 1115-1120 [doi]

Linear time maximum margin clusteringFei Wang, Bin Zhao, Changshui Zhang. tnn, 21(2):319-332, 2010. [doi]

Learning to rank tagsZheng Wang, Jiashi Feng, Changshui Zhang, Shuicheng Yan. civr 2010: 42-49 [doi]

Collaborative Learning by Boosting in Distributed EnvironmentsShijun Wang, Changshui Zhang. ijprai, 24(5):763-789, 2010. [doi]

TurboPixel Segmentation Using Eigen-ImagesShiming Xiang, Chunhong Pan, Feiping Nie, Changshui Zhang. TIP, 19(11):3024-3034, 2010. [doi]

Semi-Supervised Classification via Local Spline RegressionShiming Xiang, Feiping Nie, Changshui Zhang. pami, 32(11):2039-2053, 2010. [doi]

Evolutionary hierarchical dirichlet processes for multiple correlated time-varying corporaJianwen Zhang, Yangqiu Song, Changshui Zhang, Shixia Liu. kdd 2010: 1079-1088 [doi]

Multitask Bregman ClusteringJianwen Zhang, Changshui Zhang. AAAI 2010: [doi]

Boosting with pairwise constraintsChangshui Zhang, Qutang Cai, Yangqiu Song. ijon, 73(4-6):908-919, 2010. [doi]

A general kernelization framework for learning algorithms based on kernel PCAChangshui Zhang, Feiping Nie, Shiming Xiang. ijon, 73(4-6):959-967, 2010. [doi]

Interactive localized content based image retrieval with multiple-instance active learningDan Zhang, Fei Wang, Zhenwei Shi, Changshui Zhang. PR, 43(2):478-484, 2010. [doi]

A multilevel approach for learning from labeled and unlabeled data on graphsChangshui Zhang, Fei Wang. PR, 43(6):2301-2314, 2010. [doi]

2009

A new approach to discover interlacing data structures in high-dimensional spaceTao Ban, Changshui Zhang, Shigeo Abe. jiis, 33(1):3-22, 2009. [doi]

Analysis of classification margin for classification accuracy with applicationsQutang Cai, Changshui Zhang, Chunyi Peng. ijon, 72(7-9):1960-1968, 2009. [doi]

Beyond Banditron: A Conservative and Efficient Reduction for Online Multiclass Prediction with Bandit Setting ModelGuangyun Chen, Gang Chen, Jianwen Zhang, Shuo Chen, Changshui Zhang. icdm 2009: 71-80 [doi]

Selecting Informative Universum Sample for Semi-Supervised LearningShuo Chen, Changshui Zhang. IJCAI 2009: 1016-1021 [doi]

Instance- and bag-level manifold regularization for aggregate outputs classificationShuo Chen, Bin Liu, Mingjie Qian, Changshui Zhang. CIKM 2009: 1593-1596 [doi]

Efficient multi-label classification with hypergraph regularizationGang Chen, Jianwen Zhang, Fei Wang, Changshui Zhang, Yuli Gao. cvpr 2009: 1658-1665 [doi]

Collaborative filtering using orthogonal nonnegative matrix tri-factorizationGang Chen, Fei Wang, Changshui Zhang. ipm, 45(3):368-379, 2009. [doi]

Kernel K-means Based Framework for Aggregate Outputs ClassificationShuo Chen, Bin Liu, Mingjie Qian, Changshui Zhang. icdm 2009: 356-361 [doi]

Blind separation of superimposed images with unknown motionsKun Gai, Zhenwei Shi, Changshui Zhang. cvpr 2009: 1881-1888 [doi]

Stable local dimensionality reduction approachesChenping Hou, Changshui Zhang, Yi Wu, Yuanyuan Jiao. PR, 42(9):2054-2066, 2009. [doi]

Trace Ratio Problem RevisitedYangqing Jia, Feiping Nie, Changshui Zhang. tnn, 20(4):729-735, 2009. [doi]

Front-view vehicle detection by Markov chain Monte Carlo methodYangqing Jia, Changshui Zhang. PR, 42(3):313-321, 2009. [doi]

Semi-Supervised Classification on Evolutionary DataYangqing Jia, Shuicheng Yan, Changshui Zhang. IJCAI 2009: 1083-1088 [doi]

Sparse Norm-Regularized Reconstructive Coefficients LearningBin Liu, Shuo Chen, Mingjie Qian, Changshui Zhang. icdm 2009: 854-859 [doi]

Spectral Embedded ClusteringFeiping Nie, Dong Xu, Ivor W. Tsang, Changshui Zhang. IJCAI 2009: 1181-1186 [doi]

Semi-supervised orthogonal discriminant analysis via label propagationFeiping Nie, Shiming Xiang, Yangqing Jia, Changshui Zhang. PR, 42(11):2615-2627, 2009. [doi]

Extracting the optimal dimensionality for local tensor discriminant analysisFeiping Nie, Shiming Xiang, Yangqiu Song, Changshui Zhang. PR, 42(1):105-114, 2009. [doi]

Probabilistic Labeled Semi-supervised SVMMingjie Qian, Feiping Nie, Changshui Zhang. icdm 2009: 394-399 [doi]

Efficient multi-class unlabeled constrained semi-supervised SVMMingjie Qian, Feiping Nie, Changshui Zhang. CIKM 2009: 1665-1668 [doi]

Fast nonlinear autocorrelation algorithm for source separationZhenwei Shi, Changshui Zhang. PR, 42(9):1732-1741, 2009. [doi]

Semi-supervised discriminative classification with application to tumorous tissues segmentation of MR brain imagesYangqiu Song, Changshui Zhang, Jianguo Lee, Fei Wang, Shiming Xiang, Dan Zhang. paa, 12(2):99-115, 2009. [doi]

A fast mean-field method for large-scale high-dimensional data and its application in colonic polyp detection at CT colonographyShijun Wang, Ronald M. Summers, Changshui Zhang. ijcnn 2009: 3251-3258 [doi]

marginFace: A novel face recognition method by average neighborhood margin maximizationFei Wang, Xin Wang, Daoqiang Zhang, Changshui Zhang, Tao Li. PR, 42(11):2863-2875, 2009. [doi]

Clustering with Local and Global RegularizationFei Wang, Changshui Zhang, Tao Li. tkde, 21(12):1665-1678, 2009. [doi]

Knowledge Transfer on Hybrid GraphZheng Wang, Yangqiu Song, Changshui Zhang. IJCAI 2009: 1291-1296 [doi]

Linear Neighborhood Propagation and Its ApplicationsJingdong Wang, Fei Wang, Changshui Zhang, Helen C. Shen, Long Quan. pami, 31(9):1600-1615, 2009. [doi]

Nonlinear Dimensionality Reduction with Local Spline EmbeddingShiming Xiang, Feiping Nie, Changshui Zhang, Chunxia Zhang. tkde, 21(9):1285-1298, 2009. [doi]

Interactive Natural Image Segmentation via Spline RegressionShiming Xiang, Feiping Nie, Chunxia Zhang, Changshui Zhang. TIP, 18(7):1623-1632, 2009. [doi]

Embedding new data points for manifold learning via coordinate propagationShiming Xiang, Feiping Nie, Yangqiu Song, Changshui Zhang, Chunxia Zhang. kais, 19(2):159-184, 2009. [doi]

On-line Evolutionary Exponential Family MixtureJianwen Zhang, Yangqiu Song, Gang Chen, Changshui Zhang. IJCAI 2009: 1610-1615 [doi]

Soft Constraint Harmonic Energy Minimization for Transductive Learning and its Two InterpretationsChangshui Zhang, Feiping Nie, Shiming Xiang, Chenping Hou. npl, 30(2):89-102, 2009. [doi]

Multiple Kernel ClusteringBin Zhao, James T. Kwok, Changshui Zhang. sdm 2009: 638-649 [doi]

Compressed Spectral ClusteringBin Zhao, Changshui Zhang. icdm 2009: 344-349 [doi]

Maximum Margin Clustering with Multivariate Loss FunctionBin Zhao, James Tin-Yau Kwok, Changshui Zhang. icdm 2009: 637-646 [doi]

Unsupervised Maximum Margin Feature Selection with manifold regularizationBin Zhao, James Tin-Yau Kwok, Fei Wang, Changshui Zhang. cvpr 2009: 888-895 [doi]

Block-Quantized Support Vector Ordinal RegressionBin Zhao, Fei Wang, Changshui Zhang. tnn, 20(5):882-890, 2009. [doi]

2008

Semi-supervised Multi-label Learning by Solving a Sylvester EquationGang Chen, Yangqiu Song, Fei Wang, Changshui Zhang. sdm 2008: 410-419 [doi]

Semi-supervised ranking aggregationShouchun Chen, Fei Wang, Yangqiu Song, Changshui Zhang. CIKM 2008: 1427-1428 [doi]

Transductive object cutoutJingyu Cui, Qiong Yang, Fang Wen, Qiying Wu, Changshui Zhang, Luc J. Van Gool, Xiaoou Tang. cvpr 2008: [doi]

Collective Annotation of Music from Multiple Semantic CategoriesZhiyao Duan, Lie Lu, Changshui Zhang. ismir 2008: 237-242 [doi]

Audio tonality mode classification without tonic annotationsZhiyao Duan, Lie Lu, Changshui Zhang. icmcs 2008: 1361-1364 [doi]

Blindly separating mixtures of multiple layers with spatial shiftsKun Gai, Zhenwei Shi, Changshui Zhang. cvpr 2008: [doi]

Distortion-Free Nonlinear Dimensionality ReductionYangqing Jia, Zheng Wang, Changshui Zhang. pkdd 2008: 564-579 [doi]

Finding image exemplars using fast sparse affinity propagationYangqing Jia, Jingdong Wang, Changshui Zhang, Xian-Sheng Hua. mm 2008: 639-642 [doi]

Learning distance metric for semi-supervised image segmentationYangqing Jia, Changshui Zhang. icip 2008: 3204-3207 [doi]

Local Regularized Least-Square Dimensionality ReductionYangqing Jia, Changshui Zhang. icpr 2008: 1-4 [doi]

Instance-level Semisupervised Multiple Instance LearningYangqing Jia, Changshui Zhang. AAAI 2008: 640-645

Augmented tree partitioning for interactive image segmentationYangqing Jia, Jingdong Wang, Changshui Zhang, Xian-Sheng Hua. icip 2008: 2292-2295 [doi]

Trace Ratio Criterion for Feature SelectionFeiping Nie, Shiming Xiang, Yangqing Jia, Changshui Zhang, Shuicheng Yan. AAAI 2008: 671-676

MACBSE: Extracting signals with linear autocorrelationsZhenwei Shi, Dan Zhang, Changshui Zhang. ijon, 71(4-6):1082-1091, 2008. [doi]

A unified framework for semi-supervised dimensionality reductionYangqiu Song, Feiping Nie, Changshui Zhang, Shiming Xiang. PR, 41(9):2789-2799, 2008. [doi]

Semi-supervised sub-manifold discriminant analysisYangqiu Song, Feiping Nie, Changshui Zhang. prl, 29(13):1806-1813, 2008. [doi]

Content-Based Information Fusion for Semi-Supervised Music Genre ClassificationYangqiu Song, Changshui Zhang. tmm, 10(1):145-152, 2008. [doi]

The random electrode selection ensemble for EEG signal classificationShiliang Sun, Changshui Zhang, Yue Lu. PR, 41(5):1663-1675, 2008. [doi]

Transferred Dimensionality ReductionZheng Wang, Yangqiu Song, Changshui Zhang. pkdd 2008: 550-565 [doi]

Semi-Supervised Clustering via Matrix FactorizationFei Wang, Tao Li, Changshui Zhang. sdm 2008: 1-12 [doi]

Label Propagation through Linear NeighborhoodsFei Wang, Changshui Zhang. tkde, 20(1):55-67, 2008. [doi]

On Discriminative Semi-Supervised ClassificationFei Wang, Changshui Zhang. AAAI 2008: 720-725

Semi-supervised Classification Using Local and Global RegularizationFei Wang, Tao Li, Gang Wang, Changshui Zhang. AAAI 2008: 726-731

Normalized tree partitioning for image segmentationJingdong Wang, Yangqing Jia, Xian-Sheng Hua, Changshui Zhang, Long Quan. cvpr 2008: [doi]

Semi-supervised metric learning by maximizing constraint marginFei Wang, Shouchun Chen, Changshui Zhang, Tao Li. CIKM 2008: 1457-1458 [doi]

Semisupervised Learning Based on Generalized Point Charge ModelsFei Wang, Changshui Zhang. tnn, 19(7):1307-1311, 2008. [doi]

Collaborative learning by boosting in distributed environmentsShijun Wang, Changshui Zhang. icpr 2008: 1-4 [doi]

Contour graph based human tracking and action sequence recognitionShiming Xiang, Feiping Nie, Yangqiu Song, Changshui Zhang. PR, 41(12):3653-3664, 2008. [doi]

Learning a Mahalanobis distance metric for data clustering and classificationShiming Xiang, Feiping Nie, Changshui Zhang. PR, 41(12):3600-3612, 2008. [doi]

Multi-View Local LearningDan Zhang, Fei Wang, Changshui Zhang, Tao Li. AAAI 2008: 752-757

Semi-Supervised Classification with UniversumDan Zhang, Jingdong Wang, Fei Wang, Changshui Zhang. sdm 2008: 323-333 [doi]

Localized content based image retrieval by multiple instance active learningDan Zhang, Fei Wang, Zhenwei Shi, Changshui Zhang. icip 2008: 921-924 [doi]

Efficient multiclass maximum margin clusteringBin Zhao, Fei Wang, Changshui Zhang. icml 2008: 1248-1255 [doi]

Cuts3vm: a fast semi-supervised svm algorithmBin Zhao, Fei Wang, Changshui Zhang. kdd 2008: 830-838 [doi]

Maximum Margin EmbeddingBin Zhao, Fei Wang, Changshui Zhang. icdm 2008: 1127-1132 [doi]

Efficient Maximum Margin Clustering via Cutting Plane AlgorithmBin Zhao, Fei Wang, Changshui Zhang. sdm 2008: 751-762 [doi]

Active model selection for Graph-Based Semi-Supervised LearningBin Zhao, Fei Wang, Changshui Zhang, Yangqiu Song. icassp 2008: 1881-1884 [doi]

Equivalence Knowledge Mass and Approximate Reasoning in -Logic (I)Yalin Zheng, Guang Yang, Changshui Zhang, Jing Zheng, Yunpeng Xu. icic 2008: 391-400 [doi]

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