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]
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]