More codes will be released.

• UMIX: Improving Importance Weighting for Subpopulation Shift via Uncertainty-Aware Mixup,
  Zongbo Han, Zhipeng Liang, Fan Yang, Liu Liu, Lanqing Li, Yatao Bian, Peilin Zhao, Bingzhe Wu*,Changqing Zhang*,Jianhua Yao*,
  The Thirty-sixth Conference on Neural Information Processing Systems (NeurIPS) (CCF推荐A类会议), 2022. [LINK][CODE]


• Trustworthy Multimodal Regression with Mixture of Normal-inverse Gamma Distributions,
  Huan Ma, Zongbo Han, Changqing Zhang*, Huazhu Fu, Joey Tianyi Zhou and Qinghua Hu,
  The Thirty-fifth Conference on Neural Information Processing Systems (NeurIPS) (CCF推荐A类会议), 2021. [LINK][CODE]


• Trusted Multi-View Classification,
  Zongbo Han, Changqing Zhang*, Huazhu Fu, Joey Tianyi Zhou,
  The 9th International Conference on Learning Representations (ICLR) (机器学习顶级会议), 2021. [LINK][CODE]


• Uncertainty-Aware Multi-View Representation Learning,
  Yu Geng, Zongbo Han, Changqing Zhang*, Qinghua Hu,
  The Thirty-Five AAAI Conference on Artificial Intelligence (AAAI) (CCF推荐A类会议), 2020. [LINK][CODE]


• Deep Partial Multi-View Learning,
  Changqing Zhang, Yajie Cui, Zongbo Han, Joey Tianyi Zhou, Huazhu Fu and Qinghua Hu,
  IEEE Transactions on Pattern Analysis and Machine Intelligence (IEEE T-PAMI) (CCF推荐A类期刊, SCI一区期刊, IF: 17.861),
  DOI: 10.1109/TPAMI.2020.3037734. [LINK][CODE]


• 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推荐A类期刊, SCI一区期刊, IF: 17.861),
  DOI: 10.1109/TPAMI.2018.2877660. [LINK][CODE]


• CPM-Nets: Cross Partial Multi-View Networks,
  Changqing Zhang, Zongbo Han, Yajie Cui, Huazhu Fu, Joey Tianyi Zhou, and Qinghua Hu,
  The Thirty-third Conference on Neural Information Processing Systems (NeurIPS) (CCF推荐A类会议), 2019. [LINK][CODE]


• AE^2-Nets: Autoencoder in Autoencoder Networks,
  Changqing Zhang, Yeqing Liu, Huazhu Fu,
  IEEE Conference on Computer Vision and Pattern Recognition (CVPR) (CCF推荐A类会议), 2019. [LINK][CODE]


• 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推荐A类会议), 2018: 3054-3060. [LINK][CODE]


• 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推荐A类会议), 2017: 4333-4341. [LINK][CODE][DATA]


• 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推荐A类期刊, SCI一区期刊, IF: 6.790), 2017, 26 (2): 648-659. [LINK][CODE][DATA]


• Graph learning for multi-view clustering,
  Kun Zhan, Changqing Zhang, Junpeng Guan and Junsheng Wang,
  IEEE Transactions on Cybernetics (IEEE T-CYB)(CCF推荐B类期刊, SCI一区期刊, IF: 10.387), 2017: 1-9. [LINK] [CODE]


• 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推荐A类会议), 2015: 1582--1590. [LINK] [CODE][DATA]


• Diversity-induced Multiview Subspace Clustering,
  Xiaochun Cao，Changqing Zhang*, Huazhu Fu, Si Liu and Hua Zhang,
  IEEE Conference on Computer Vision and Pattern Recognition (CVPR)(CCF推荐A类会议), 2015: 586-94. [LINK] [CODE][DATA]


• 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推荐A类期刊, SCI一区期刊, IF: 6.790), 2015, 24(11): 4381-4393. [LINK][CODE]


• Video Face Clustering via Constrained Sparse Representation,
  Chengju Zhou, Changqing Zhang, Xuewei Li, Gaotao Shi and Xiaochun Cao,
  IEEE International Conference on Multimedia and Expo (ICME)(CCF推荐B类会议), 2014. [LINK][CODE]


• SPL-MLL: Selecting Predictable Landmarks for Multi-Label Learning,
  Junbing Li, Changqing Zhang, Pengfei Zhu, Baoyuan Wu, Lei Chen and Qinghua Hu,
  European Conference on Computer Vision (ECCV) (CCF推荐B类会议), 2020. [LINK]