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Jiani Liu
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Year
AMP-Net: Denoising-based deep unfolding for compressive image sensing
Z Zhang, Y Liu, J Liu, F Wen, C Zhu
IEEE Transactions on Image Processing 30, 1487-1500, 2020
462020
Provable tensor ring completion
H Huang, Y Liu, J Liu, C Zhu
Signal Processing 171, 107486, 2020
302020
Smooth robust tensor principal component analysis for compressed sensing of dynamic MRI
Y Liu, T Liu, J Liu, C Zhu
Pattern Recognition 102, 107252, 2020
232020
Low-rank tensor train coefficient array estimation for tensor-on-tensor regression
Y Liu, J Liu, C Zhu
IEEE transactions on neural networks and learning systems 31 (12), 5402-5411, 2020
232020
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
112021
Low-rank tensor ring learning for multi-linear regression
J Liu, C Zhu, Z Long, H Huang, Y Liu
Pattern Recognition 113, 107753, 2021
92021
Smooth Compact Tensor Ring Regression
J Liu, C Zhu, Y Liu
IEEE Transactions on Knowledge and Data Engineering, 1-1, 2020
42020
Bayesian low rank tensor ring model for image completion
Z Long, C Zhu, J Liu, Y Liu
arXiv preprint arXiv:2007.01055, 2020
32020
Tensor computation for data analysis
Y Liu, J Liu, Z Long, C Zhu
Springer, 2022
22022
Tensor Decomposition
Y Liu, J Liu, Z Long, C Zhu
Tensor Computation for Data Analysis, 19-57, 2022
12022
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, 2022
2022
Tensor Decomposition in Deep Networks
Y Liu, J Liu, Z Long, C Zhu
Tensor Computation for Data Analysis, 241-263, 2022
2022
Robust Principal Tensor Component Analysis
Y Liu, J Liu, Z Long, C Zhu
Tensor Computation for Data Analysis, 133-162, 2022
2022
Tensor Dictionary Learning
Y Liu, J Liu, Z Long, C Zhu
Tensor Computation for Data Analysis, 59-91, 2022
2022
Statistical Tensor Classification
Y Liu, J Liu, Z Long, C Zhu
Tensor Computation for Data Analysis, 199-217, 2022
2022
Tensor Computation
Y Liu, J Liu, Z Long, C Zhu
Tensor Computation for Data Analysis, 1-17, 2022
2022
Low-Rank Tensor Recovery
Y Liu, J Liu, Z Long, C Zhu
Tensor Computation for Data Analysis, 93-114, 2022
2022
Tensor-Based Gaussian Graphical Model
Y Liu, J Liu, Z Long, C Zhu
Tensor Computation for Data Analysis, 285-298, 2022
2022
Deep Networks for Tensor Approximation
Y Liu, J Liu, Z Long, C Zhu
Tensor Computation for Data Analysis, 265-284, 2022
2022
Tensor Subspace Cluster
Y Liu, J Liu, Z Long, C Zhu
Tensor Computation for Data Analysis, 219-239, 2022
2022
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