Low rank tensor completion for multiway visual data Z Long, Y Liu, L Chen, C Zhu Signal processing 155, 301-316, 2019 | 130 | 2019 |
Image completion using low tensor tree rank and total variation minimization Y Liu, Z Long, C Zhu IEEE Transactions on Multimedia 21 (2), 338-350, 2018 | 85 | 2018 |
Low CP rank and tucker rank tensor completion for estimating missing components in image data Y Liu, Z Long, H Huang, C Zhu IEEE Transactions on Circuits and Systems for Video Technology 30 (4), 944-954, 2019 | 82 | 2019 |
Tensor rank learning in CP decomposition via convolutional neural network M Zhou, Y Liu, Z Long, L Chen, C Zhu Signal Processing: Image Communication 73, 12-21, 2019 | 68 | 2019 |
Bayesian low rank tensor ring for image recovery Z Long, C Zhu, J Liu, Y Liu IEEE Transactions on Image Processing 30, 3568-3580, 2021 | 65 | 2021 |
Robust low-rank tensor ring completion H Huang, Y Liu, Z Long, C Zhu IEEE Transactions on Computational Imaging 6, 1117-1126, 2020 | 52 | 2020 |
Tensor computation for data analysis Y Liu, J Liu, Z Long, C Zhu Springer, 2022 | 36 | 2022 |
Tensor Regression J Liu, C Zhu, Z Long, Y Liu Foundations and Trends® in Machine Learning 14 (4), 379-565, 2021 | 16* | 2021 |
Low-rank tensor ring learning for multi-linear regression J Liu, C Zhu, Z Long, H Huang, Y Liu Pattern Recognition 113, 107753, 2021 | 15 | 2021 |
Trainable subspaces for low rank tensor completion: Model and analysis Z Long, C Zhu, J Liu, P Comon, Y Liu IEEE Transactions on Signal Processing 70, 2502-2517, 2022 | 12 | 2022 |
Multiplex transformed tensor decomposition for multidimensional image recovery L Feng, C Zhu, Z Long, J Liu, Y Liu IEEE Transactions on Image Processing, 2023 | 9 | 2023 |
Multi-view MERA subspace clustering Z Long, C Zhu, J Chen, Z Li, Y Ren, Y Liu IEEE Transactions on Multimedia, 2023 | 8 | 2023 |
O-minus decomposition for multi-view tensor subspace clustering Y Lu, Y Liu, Z Long, Z Chen, C Zhu IEEE Transactions on Artificial Intelligence, 2023 | 6 | 2023 |
Feature space recovery for incomplete multi-view clustering Z Long, C Zhu, P Comon, Y Liu ICASSP 2023-2023 IEEE International Conference on Acoustics, Speech and …, 2023 | 6 | 2023 |
Tensor decompositions: computations, applications, and challenges Y Bi, Y Lu, Z Long, C Zhu, Y Liu Tensors for Data Processing, 1-30, 2022 | 6 | 2022 |
Hierarchical tensor ring completion A Ahad, Z Long, C Zhu, Y Liu arXiv preprint arXiv:2004.11720, 2020 | 5 | 2020 |
Adaptively topological tensor network for multi-view subspace clustering Y Liu, J Chen, Y Lu, W Ou, Z Long, C Zhu IEEE Transactions on Knowledge and Data Engineering, 2024 | 3 | 2024 |
Tensor Computation Y Liu, J Liu, Z Long, C Zhu, Y Liu, J Liu, Z Long, C Zhu Tensor Computation for Data Analysis, 1-17, 2022 | 3 | 2022 |
Tensor subspace cluster Y Liu, J Liu, Z Long, C Zhu, Y Liu, J Liu, Z Long, C Zhu Tensor Computation for Data Analysis, 219-239, 2022 | 2 | 2022 |
Tensor Decomposition Y Liu, J Liu, Z Long, C Zhu, Y Liu, J Liu, Z Long, C Zhu Tensor Computation for Data Analysis, 19-57, 2022 | 2 | 2022 |