Representative Publications


[1] Generalized Latent Multi-View Subspace Clustering,
Changqing Zhang, Huazhu Fu, Qinghua Hu, Xiaochun Cao, Yuan Xie, Dacheng Tao and Dong Xu,
IEEE Transactions on Pattern Analysis and Machine Intelligence (IEEE T-PAMI) (CCF-A, JCR-1, IF: 9.455),
DOI: 10.1109/TPAMI.2018.2877660. [LINK]

[2] Infant Brain Development Prediction with Latent Partial Multi-View Representation Learning,
Changqing Zhang, Ehsan Adeli, Zhengwang Wu, Gang Li, Weili Lin and Dinggang Shen,
IEEE Transactions on Medical Imaging (IEEE T-MI) (CCF-B, JCR-1, IF: 6.131),
DOI: 10.1109/TMI.2018.2874964. [LINK]

[3] Flexible Multi-view Dimensionality co-Reduction,
Changqing Zhang, Huazhu Fu, Qinghua Hu, Pengfei Zhu and Xiaochun Cao,
IEEE Transactions on Image Processing (IEEE T-IP) ( CCF-A, JCR-1, IF: 5.071 ), 2017, 26(2): 648-659. [LINK]

[4] Constrained Multi-view Video Face Clustering,
Xiaochun Cao, Changqing Zhang*, Chengju Zhou, Huazhu Fu and Hassan Foroosh,
IEEE Transactions on Image Processing ( IEEE T-IP ) (CCF-A, JCR-1, IF: 5.071 ), 2015, 24 (11): 4381-4393. [LINK]

[5] Saliency-aware Nonparametric Foreground Annotation based on Weakly Labeled Data,
Xiaochun Cao, Changqing Zhang*, Huazhu Fu, Xiaojie Guo and Qi Tian.
IEEE Transactions on Neural Networks and Learning Systems (IEEE T-NNLS) (CCF-B, JCR-1, IF: 7.982), 2016, 27(6): 1253-1265. [LINK]

[6] Latent Multi-view Subspace Clustering,
Changqing Zhang, Qinghua Hu, Huazhu Fu, Pengfei Zhu and Xiaochun Cao,
IEEE Conference on Computer Vision and Pattern Recognition (CVPR) (CCF-A), 2017: 4333-4341. [LINK]

[7] Low-Rank Tensor Constrained Multiview Subspace Clustering,
Changqing Zhang, Huazhu Fu,Si Liu,Guangcan Liu and Xiaochun Cao,
IEEE International Conference on Computer Vision (ICCV) (CCF-A), 2015: 1582-1590. [LINK]

[8] Diversity-induced Multi-View Subspace Clustering,
Xiaochun Cao,Changqing Zhang*, Huazhu Fu, Si Liu and Hua Zhang,
IEEE Conference on Computer Vision and Pattern Recognition (CVPR) (CCF-A), 2015: 586-94. [LINK]

[9] FISH-MML: Fisher-HSIC Multi-View Metric Learning,
Changqing Zhang, Yeqing Liu, Qinghua Hu, Yue Liu, Xinwang Liu and Pengfei Zhu,
The Twenty-Seventh International Joint Conference on Artificial Intelligence (IJCAI) (CCF-A), 2018: 3054-3060. [LINK]

[10] Latent Semantic Aware Multi-View Multi-label Classification,
Changqing Zhang, Ziwei Yu, Qinghua Hu, Pengfei Zhu, Xinwang Liu and Xiaobo Wang,
The Thirty-Second AAAI Conference on Artificial Intelligence (AAAI) (CCF-A), 2018: 4414-4421. [LINK]

[11] Multi-Layer Multi-View Classification for Alzheimer's Disease Diagnosis,
Changqing Zhang, Ehsan Adeli, Tao Zhou, Xiaobo Chen and Dinggang Shen,
The Thirty-Second AAAI Conference on Artificial Intelligence (AAAI) (CCF-A), 2018: 4406-4413. [LINK]