Xinling Liu

The Null Space Property of the Weighted ℓr − ℓ1 Minimization

Jianwen Huang, Xinling Liu, Jinping Jia, 2023, International Journal of Wavelets, Multiresolution and Information Processing.

1-Bit Compressed Sensing via an L1-TV Regularization Method

Jingyao Hou, Xinling Liu, 2022, IEEE Access.

Robust Low-Rank Matrix Recovery Fusing Local-Smoothness

Jianjun Wang, Jingyao Hou, Xinling Liu, 2022, IEEE Signal Processing Letters.

Stable Recovery of Sparse Signals With Non-convex Weighted r -Norm Minus 1 -Norm

Jianwen Huang, Xinling Liu, Jianjun Wang, 2022 .

Fast Noise Removal in Hyperspectral Images via Representative Coefficient Total Variation

Deyu Meng, Xiangyong Cao, Hailin Wang, 2022, IEEE Transactions on Geoscience and Remote Sensing.

Error Bounds for Approximations Using Multichannel Deep Convolutional Neural Networks with Downsampling

Jingyao Hou, Xinling Liu, 2023, J. Appl. Math..

Tensor Compressive Sensing Fused Low-Rankness and Local-Smoothness

Deyu Meng, Jingyao Hou, Hailin Wang, 2023, AAAI.

Analysis non-sparse recovery for non-convex relaxed ℓ q minimization

Feng Zhang, Jianwen Huang, Xinling Liu, 2021 .

Robust principal component analysis via weighted nuclear norm with modified second-order total variation regularization

Xinling Liu, Jianjun Wang, Yi‐Hsuan Dou, 2023, The Visual Computer.