Yu Zhang

Canonical polyadic decomposition (CPD) of big tensors with low multilinear rank

A. Cichocki, Guoxu Zhou, Yichun Qiu, 2020, Multimedia Tools and Applications.

Approximately orthogonal nonnegative Tucker decomposition for flexible multiway clustering

Yu Zhang, YiChun Qiu, WeiJun Sun, 2021, Science China Technological Sciences.

A Fast Non-Smooth Nonnegative Matrix Factorization for Learning Sparse Representation

Yu Zhang, Yong Xiang, Shengli Xie, 2016, IEEE Access.

EEG classification using sparse Bayesian extreme learning machine for brain–computer interface

Yu Zhang, Guoxu Zhou, Daqi Gao, 2018, Neural Computing and Applications.

Deep graph regularized non-negative matrix factorization for multi-view clustering

Shengli Xie, Jianqiang Li, Yuning Qiu, 2020, Neurocomputing.

Non-Negative Matrix Factorization With Dual Constraints for Image Clustering

Yong Xiang, Shengli Xie, Yu Zhang, 2020, IEEE Transactions on Systems, Man, and Cybernetics: Systems.

A Generalized Graph Regularized Non-Negative Tucker Decomposition Framework for Tensor Data Representation

Yu Zhang, Yuning Qiu, Guoxu Zhou, 2020, IEEE Transactions on Cybernetics.

Graph Regularized Nonnegative Tucker Decomposition for Tensor Data Representation

Yu Zhang, Shengli Xie, Yuning Qiu, 2019, ICASSP 2019 - 2019 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP).