Changqing Zhang is  an assistant professor working in Lab of Machine Learning and Data Mining in Tianjin University. He received his PhD from Tianjin University in 2016, and received his B.S and M.S from Sichuan University in 2005 and 2008 respectively. He has published over 40 papers more than 10 of which are in top conferences. Besides, he serves as a reviewer for multiple journals including IEEE Transactions on Neural Networks and Learning Systems, IEEE Transactions on Image Processing . He focuses mainly on multi-view learning, subspace analysis,deep learning for multi-modality data, medical image analysis, and multi-label learning.

• multi-label learning
• medical image analysis
  
• deep learning for multi-modality data
  
• subspace analysis
  

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• Changqing Zhang.Latent Multiview Subspace Clustering.IEEE Conference o....2017
• Changqing Zhang.Flexible Multi-view Dimensionality co-Reduction.IEEE Transactions....2017,26 (2):648-659
• Changqing Zhang.A flexible framework of adaptive method selection for image saliency detection.Pattern Recogniti....2017,63 (C):66-70
• Changqing Zhang.Low-Rank Tensor Constrained Multiview Subspace Clustering..IEEE Internationa....2019 :1582--1590
• Changqing Zhang,.Output Feature Augmented Lasso.IEEE Internationa....2019
• Hua Zhang.LEAF:Latent Extended Attribute Features Discovery for Visual Classification.ACM International....2019
• Xiaobo Wang.Exclusivity-Consistency Regularized Multi-view Subspace Clustering.IEEE Conference o....2019
• Xiaochun Cao.Saliency-aware Nonparametric Foreground Annotation based on Weakly Labeled Data..IEEE Transactions....2019
• Hua Zhang.SketchNet: Sketch Classification with Web Images.IEEE Conference o....2019
• Pengfei Zhu.Coupled Dictionary Learning for Unsupervised Feature Selection.AAAI2016.2019
• Xiaochun Cao.Diversity-induced Multiview Subspace Clustering.IEEE Conference o....2019
• Xiaochun Cao.Constrained Multi-view Video Face Clustering.IEEE Transactions....2019
• Chengju Zhou.Multi-cue Augmented Face Clustering.ACM MM2015.2019
• Kun Zhan.Graph learning for multi-view clustering..IEEE Transactions....2017
• Ziwei Yu.Independence Regularized Multi-label Ensemble..IEEE Internationa....2019
• Pengfei Zhu.Multi-label Feature Selection with Missing Labels.Pattern Recogniti....2019
• Jianjun Lei.Shape-Preserving Object Depth Control for Stereoscopic Images.IEEE Transactions....2019
• Jianjun Lei.Depth-Preserving Stereo Image Retargeting Based on Pixel Fusion.IEEE Transactions....2019
• Pengfei Zhu.Subspace Clustering guided Unsupervised Feature Selection..Neuro computing20....2019
• Pengfei Zhu.Co-regularized Unsupervised Feature Selection.Pattern Recogniti....2019
• Chang Tang.Salient Object Detection via Weighted Low Rank Matrix Recovery.Signal Processing....2019
• Guangxia Wang.Semi-Supervised Multi-View Multi-Label Classification based on Nonnegative Matrix Factorization..ICANN2017.2019
• Siqi Liang.Unsupervised Feature Selection via Manifold Regularized Self-representation.Conference Paper ....2019
• Kennedy W.Mixed Sparsity regularized Multi-view Unsupervised Feature Selection.Conference Paper ....2019
• Yanbei Liu.Unsupervised Feature Selection via Diversity-induced Self-representation.Neurocomputing201....2019
• Ke Gao.Unsupervised Dimension Reduction via Analysis Dictionary Learning.CCBR2016.2019
• Pengfei Zhu.Combining Neighborhood Separable Subspaces for Classification via Sparsity Regularized Optimization.Information Scien....2019
• Runmin Cong.Saliency Detection for Stereoscopic Images Based on Depth Confidence Analysis and Multiple Cues Fusion.IEEE Signal Proce....2019
• Yansheng Du.Research on axial bearing capacity of rectangular concrete-filled steel tubular columns based on artificial neural networks.Frontiers of Comp....2019
• Huaxi Huang.Multi-View Representative and Informative induced Active Learning.PRICAI2016.2019
• Wencheng Zhu.Set to Set Visual Tracking.PRICAI2016.2019
• Xingxing Wei.Structured Saliency Fusion Based on Dempster-Shafer Theory.IEEE Signal Proce....2019
• Binbin Ma.Human Skin Detection via Semantic Constraint.ICIMCS , 2014.2019
• Chengju Zhou.Video Face Clustering via Constrained Sparse Representation.IEEE Internationa....2019