Jiani Liu

Provable tensor ring completion

Huyan Huang, Yipeng Liu, Jiani Liu et al. · Signal Processing · 2020 · 57 citations · Full text

Commutative Algebra, Universal Algebra, Provable Tensor +1

Smooth robust tensor principal component analysis for compressed sensing of dynamic MRI

Yipeng Liu, Tengteng Liu, Jiani Liu et al. · Pattern Recognition · 2020 · 53 citations

Sparse Representation, Sparse Imaging, Engineering +11

Low-Rank Tensor Train Coefficient Array Estimation for Tensor-on-Tensor Regression

Yipeng Liu, Jiani Liu, Ce Zhu · IEEE Transactions on Neural Networks and Learning Systems · 2020 · 48 citations

Multiplex Transformed Tensor Decomposition for Multidimensional Image Recovery

Lanlan Feng, Ce Zhu, Zhen Long et al. · IEEE Transactions on Image Processing · 2023 · 35 citations

Trainable Subspaces for Low Rank Tensor Completion: Model and Analysis

Zhen Long, Ce Zhu, Jiani Liu et al. · IEEE Transactions on Signal Processing · 2022 · 23 citations

Sparse Representation, Trainable Subspaces, Machine Learning +13