Jinshi Yu

Publication Activity (10 Years)

Years Active: 2017-2023
Publications (10 Years): 16

Top Topics

Matrix Factorization

Low Rank Matrices

Biomedical Signal Processing

Matrix Decomposition

Top Venues

IEEE Trans. Neural Networks Learn. Syst.

Publications

Jinshi Yu, Guoxu Zhou, Weijun Sun, Shengli Xie
Robust to Rank Selection: Low-Rank Sparse Tensor-Ring Completion. IEEE Trans. Neural Networks Learn. Syst. 34 (5) (2023)
Jinshi Yu, Tao Zou, Guoxu Zhou
Low tensor-ring rank completion: parallel matrix factorization with smoothness on latent space. Neural Comput. Appl. 35 (9) (2023)
Jinshi Yu, Haonan Huang, Qi Duan, Yafei Wang, Tao Zou
Incomplete Multiview Clustering via Low-Rank Tensor Ring Completion. Int. J. Intell. Syst. 2023 (2023)
Zhenhao Huang, Yuning Qiu, Jinshi Yu, Guoxu Zhou
Multi-Aspect Streaming Tensor Ring Completion for Dynamic Incremental Data. IEEE Signal Process. Lett. 29 (2022)
Jinshi Yu, Tao Zou, Guoxu Zhou
Online subspace learning and imputation by Tensor-Ring decomposition. Neural Networks 153 (2022)
Jinshi Yu, Guoxu Zhou, Chao Li, Qibin Zhao, Shengli Xie
Low Tensor-Ring Rank Completion by Parallel Matrix Factorization. IEEE Trans. Neural Networks Learn. Syst. 32 (7) (2021)
Jinshi Yu, Weijun Sun, Yuning Qiu, Yonghui Huang
An Efficient Tensor Completion Method Via New Latent Nuclear Norm. IEEE Access 8 (2020)
Jinshi Yu, Chao Li, Qibin Zhao, Guoxu Zhao
Tensor-ring Nuclear Norm Minimization and Application for Visual : Data Completion. ICASSP (2019)
Chao Li, Zhun Sun, Jinshi Yu, Ming Hou, Qibin Zhao
Low-rank Embedding of Kernels in Convolutional Neural Networks under Random Shuffling. ICASSP (2019)
Jinshi Yu, Chao Li, Qibin Zhao, Guoxu Zhou
Tensor-Ring Nuclear Norm Minimization and Application for Visual Data Completion. CoRR (2019)
Jinshi Yu, Weijun Sun, Yuning Qiu, Shengli Xie
An Efficient Tensor Completion Method via New Latent Nuclear Norm. CoRR (2019)
Jinshi Yu, Guoxu Zhou, Andrzej Cichocki, Shengli Xie
Learning the Hierarchical Parts of Objects by Deep Non-Smooth Nonnegative Matrix Factorization. CoRR (2018)
Jinshi Yu, Guoxu Zhou, Qibin Zhao, Kan Xie
An Effective Tensor Completion Method Based on Multi-linear Tensor Ring Decomposition. APSIPA (2018)
Chao Li, Zhun Sun, Jinshi Yu, Ming Hou, Qibin Zhao
Low-Rank Embedding of Kernels in Convolutional Neural Networks under Random Shuffling. CoRR (2018)
Jinshi Yu, Guoxu Zhou, Andrzej Cichocki, Shengli Xie
Learning the Hierarchical Parts of Objects by Deep Non-Smooth Nonnegative Matrix Factorization. IEEE Access 6 (2018)
Kan Xie, Jinshi Yu, Chuan Lu
A new canonical polyadic decomposition algorithm with improved stability and its applications to biomedical signal processing. Clust. Comput. 20 (2) (2017)