周郭许
- Tenghui Li,Guoxu Zhou*,Yuning Qiu,Qibin Zhao,Toward Understanding Convolutional Neural Networks from Volterra Convolution Perspective.Journal of Machine Learning Research,2022,23(311):1-50.
- Yuyuan Yu,Guoxu Zhou*,Haonan Huang,QIbin Zhao,Shengli Xie,A semi-supervised label-driven auto-weighted strategy for multi-view data classification.Knowledge-Based Systems,2022,255
- Jinshi Yu,Tao Zhou*,Guoxu Zhou,Low tensor-ring rank completion: parallel matrix factorization with smoothness on latent space.Neural Computing and Applications,2022,357003–7016.
- Haonan Huang,Guoxu Zhou*,Naiyao Liang,Qibin Zhao,Shengli Xie,Diverse deep matrix factorization with hypergraph regularization for multiview data representation.IEEE/CAA Journal of Automatica Sinica,2022,1-14.
- Yuyuan Yu,Guoxu Zhou*,Ning Zheng,Yuning Qiu,Shengli Xie,Qibin Zhao,Graph-regularized non-negative tensor-ring decomposition for multiway representation learning.IEEE Transactions on Cybernetics,2022,1-14.
- Xinqi Chen,Yuning Qiu,Weicai Liang,Guoxu Zhou*,Shengli Xie,Spatial Information Regularized Tensor Decomposition Framework for Super-Resolution Reconstruction of Medical MRI and Radiographs.IEEE Transactions on Computational Imaging,2022,8865-878.
- Jinshi Yu,Tao Zou*,Guoxu Zhou,Online subspace learning and imputation by Tensor-Ring decomposition.Neural Networks,2022,153314-324.
- Zhenhao Huang,Guoxu Zhou*,Yuning Qiu,Haolei Dai,A dynamic hypergraph regularized non-negative tucker decomposition framework for multiway data analysis.International Journal of Machine Learning and Cybernetics,2022,133691–3710.
- Yuning Qiu,Guoxu Zhou*,Junhua Zeng,Shengli Xie,Qibin Zhao,Imbalanced low-rank tensor completion via latent matrix factorization.Neural Networks,2022,155369-382.
- Zhenhao Huang,Yuning Qiu,Jinshi Yu,GuoXu Zhou,Multi-Aspect Streaming Tensor Ring Completion for Dynamic Incremental Data.IEEE Signal Processing Letters,2022,292657 - 2661.