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Xinling Liu

Fast Noise Removal in Hyperspectral Images via Representative Coefficient Total Variation
2022 · Jiangjun Peng, Hailin Wang, et al. · IEEE Transactions on Geoscience and Remote Sensing · 78
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Tensor Compressive Sensing Fused Low-Rankness and Local-Smoothness
2023 · Xinling Liu, Jingyao Hou, et al. · Proceedings of the AAAI Conference on Artificial Intelligence · 24
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Tensor recovery from binary measurements fused low-rankness and smoothness
2024 · Jingyao Hou, Xinling Liu, et al. · Signal Processing · 12
Stable Recovery of Sparse Signals with Non-Convex Weighted $r$-Norm Minus 1-Norm
2023 · Jianwen Huang, Feng Zhang, et al. · Journal of Computational Mathematics · 10
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1-Bit Compressed Sensing via an L1-TV Regularization Method
2022 · Jingyao Hou, Xinling Liu, et al. · IEEE Access · 9
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Robust Low-Rank Matrix Recovery Fusing Local-Smoothness
2022 · Xinling Liu, Jingyao Hou, et al. · IEEE Signal Processing Letters · 9
The Perturbation Analysis of Nonconvex Low-Rank Matrix Robust Recovery
2023 · Jianwen Huang, Feng Zhang, et al. · IEEE Transactions on Neural Networks and Learning Systems · 7
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Three-dimensional AuNRs/MXene/NFs -based SERS platform for determination of quetiapine in urine
2025 · Jiamin Gong, Boran Zhang, et al. · Talanta · 6
Guaranteed matrix recovery using weighted nuclear norm plus weighted total variation minimization
2024 · Xinling Liu, Jiangjun Peng, et al. · Signal Processing · 6
Manifold learning based on locally linear embedding for symmetric positive definite matrix
2025 · Xinxin Zou, Hao Xu, et al. · Pattern Recognition · 5
Performance analysis of unconstrained ℓp minimization for sparse recovery
2025 · Jianwen Huang, Xinling Liu, et al. · Signal Processing · 5
Image denoising via double-weighted correlated total variation regularization
2025 · Zhihao Zhang, Peng Zhang, et al. · Applied Intelligence · 4
Modified correlated total variation regularization for low-rank matrix recovery
2024 · Xinling Liu, Yi Dou, et al. · Signal Image and Video Processing · 4
Robust principal component analysis via weighted nuclear norm with modified second-order total variation regularization
2023 · Yi Dou, Xinling Liu, et al. · The Visual Computer · 4
Deep plug-and-play MRI reconstruction based on multiple complementary priors
2024 · Jianmin Wang, Chunyan Liu, et al. · Magnetic Resonance Imaging · 3
Semi-tensor product-based one-bit compressed sensing
2023 · Jingyao Hou, Xinling Liu · EURASIP Journal on Advances in Signal Processing · 2
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Provable tensor robust principal component analysis via adaptive convex-concave regularization
2026 · Huiyuan Chen, Xinling Liu, et al. · Signal Processing · 1
An Improved Sufficient Condition for Weighted $\ell _{r}-\ell _{1}$ Minimization
2026 · Jianwen Huang, Feng Zhang, et al. · IEEE Signal Processing Letters · 1
One-bit distributed compressed sensing with partial gaussian circulant matrices
2025 · Yuke Leng, Jingyao Hou, et al. · Applied Intelligence · 1
Theory and fast learned solver for ℓ 1 -TV regularization
2024 · Xinling Liu, Jianjun Wang, et al. · Inverse Problems · 1
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High-order block RIP for nonconvex block-sparse compressed sensing
2024 · Jianwen Huang, Xinling Liu, et al. · Journal of Inverse and Ill-Posed Problems · 1
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Schatten Capped p Regularization for Robust Principle Component Analysis
2023 · Lan Yang, Bin Zhang, et al. · Lecture notes in computer science · 1
Structural total variation regularization: theory and applications in signal and image recovery
2026 · Xinling Liu, Wendong Wang, et al. · Inverse Problems
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Performance analysis for block ℓ1 − αℓ2 minimization problem based on coherence
2026 · Jianwen Huang, Feng Zhang, et al. · Analysis and Applications
Tsallis entropy penalized robust 1-bit compressive sensing against sign flips
2025 · Tiancheng Zheng, Jingyao Hou, et al. · Applied Mathematical Modelling
Works count: 30
Citation count: 194
H-index: 7
I10-index: 4
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