Zhiyuan Zha

Orcid: 0000-0002-5515-5339

According to our database¹, Zhiyuan Zha authored at least 49 papers between 2016 and 2024.

Collaborative distances:

Dijkstra number² of five.
Erdős number³ of four.

Timeline

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PhD thesis

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On csauthors.net:

Bibliography

2024

Accelerated PALM for Nonconvex Low-Rank Matrix Recovery With Theoretical Analysis.

[BibT_eX]

[DOI]

IEEE Trans. Circuits Syst. Video Technol., April, 2024

Efficient Image Classification via Structured Low-Rank Matrix Factorization Regression.

[BibT_eX]

[DOI]

IEEE Trans. Inf. Forensics Secur., 2024

2023

Efficient and Effective Nonconvex Low-Rank Subspace Clustering via SVT-Free Operators.

[BibT_eX]

[DOI]

IEEE Trans. Circuits Syst. Video Technol., December, 2023

Low-Rankness Guided Group Sparse Representation for Image Restoration.

[BibT_eX]

[DOI]

IEEE Trans. Neural Networks Learn. Syst., October, 2023

Nonlocal Structured Sparsity Regularization Modeling for Hyperspectral Image Denoising.

[BibT_eX]

[DOI]

IEEE Trans. Geosci. Remote. Sens., 2023

Learning Nonlocal Sparse and Low-Rank Models for Image Compressive Sensing: Nonlocal sparse and low-rank modeling.

[BibT_eX]

[DOI]

Zhiyuan Zha

Bihan Wen

Xin Yuan

Saiprasad Ravishankar

Jiantao Zhou

Ce Zhu

IEEE Signal Process. Mag., 2023

bfE3-MG: End-to-End Expert Linking via Multi-Granularity Representation Learning.

[BibT_eX]

[DOI]

Proceedings of the Neural Information Processing - 30th International Conference, 2023

Hyperspectral Image Denoising Via Nonlocal Rank Residual Modeling.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2023

MPMRC-MNER: A Unified MRC framework for Multimodal Named Entity Recognition based Multimodal Prompt.

[BibT_eX]

[DOI]

Proceedings of the 32nd ACM International Conference on Information and Knowledge Management, 2023

2022

Hybrid Plug-and-Play Model for Image restoration.

[BibT_eX]

[DOI]

Zhiyuan Zha

Dataset, May, 2022

A Hybrid Structural Sparsification Error Model for Image Restoration.

[BibT_eX]

[DOI]

IEEE Trans. Neural Networks Learn. Syst., 2022

FONT-SIR: Fourth-Order Nonlocal Tensor Decomposition Model for Spectral CT Image Reconstruction.

[BibT_eX]

[DOI]

IEEE Trans. Medical Imaging, 2022

Exploiting Non-Local Priors via Self-Convolution for Highly-Efficient Image Restoration.

[BibT_eX]

[DOI]

Lanqing Guo

Zhiyuan Zha

Saiprasad Ravishankar

Bihan Wen

IEEE Trans. Image Process., 2022

Nonconvex Structural Sparsity Residual Constraint for Image Restoration.

[BibT_eX]

[DOI]

IEEE Trans. Cybern., 2022

Simultaneous Nonlocal Low-Rank And Deep Priors For Poisson Denoising.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2022

2021

Triply Complementary Priors for Image Restoration.

[BibT_eX]

[DOI]

IEEE Trans. Image Process., 2021

Image Restoration via Reconciliation of Group Sparsity and Low-Rank Models.

[BibT_eX]

[DOI]

IEEE Trans. Image Process., 2021

Low-Rank Regularized Joint Sparsity for Image Denoising.

[BibT_eX]

[DOI]

Proceedings of the 2021 IEEE International Conference on Image Processing, 2021

R3L: Connecting Deep Reinforcement Learning To Recurrent Neural Networks For Image Denoising Via Residual Recovery.

[BibT_eX]

[DOI]

Proceedings of the 2021 IEEE International Conference on Image Processing, 2021

Self-Convolution: A Highly-Efficient Operator for Non-Local Image Restoration.

[BibT_eX]

[DOI]

Lanqing Guo

Zhiyuan Zha

Saiprasad Ravishankar

Bihan Wen

Proceedings of the IEEE International Conference on Acoustics, 2021

2020

Image Restoration via Simultaneous Nonlocal Self-Similarity Priors.

[BibT_eX]

[DOI]

IEEE Trans. Image Process., 2020

Image Restoration Using Joint Patch-Group-Based Sparse Representation.

[BibT_eX]

[DOI]

IEEE Trans. Image Process., 2020

A Benchmark for Sparse Coding: When Group Sparsity Meets Rank Minimization.

[BibT_eX]

[DOI]

IEEE Trans. Image Process., 2020

From Rank Estimation to Rank Approximation: Rank Residual Constraint for Image Restoration.

[BibT_eX]

[DOI]

IEEE Trans. Image Process., 2020

Group Sparsity Residual Constraint With Non-Local Priors for Image Restoration.

[BibT_eX]

[DOI]

IEEE Trans. Image Process., 2020

Reconciliation Of Group Sparsity And Low-Rank Models For Image Restoration.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Multimedia and Expo, 2020

The Power Of Triply Complementary Priors For Image Compressive Sensing.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Image Processing, 2020

A Hybrid Structural Sparse Error Model for Image Deblocking.

[BibT_eX]

[DOI]

Proceedings of the 2020 IEEE International Conference on Acoustics, 2020

2019

Simultaneous Nonlocal Self-Similarity Prior for Image Denoising.

[BibT_eX]

[DOI]

Proceedings of the 2019 IEEE International Conference on Image Processing, 2019

A Comparative Study for the Nuclear Norms Minimization Methods.

[BibT_eX]

[DOI]

Proceedings of the 2019 IEEE International Conference on Image Processing, 2019

2018

Compressed sensing image reconstruction via adaptive sparse nonlocal regularization.

[BibT_eX]

[DOI]

Vis. Comput., 2018

Non-convex weighted ℓp nuclear norm based ADMM framework for image restoration.

[BibT_eX]

[DOI]

Neurocomputing, 2018

Group-based sparse representation for image compressive sensing reconstruction with non-convex regularization.

[BibT_eX]

[DOI]

Neurocomputing, 2018

Group sparsity residual constraint for image denoising with external nonlocal self-similarity prior.

[BibT_eX]

[DOI]

Neurocomputing, 2018

From Rank Estimation to Rank Approximation: Rank Residual Constraint for Image Denoising.

[BibT_eX]

[DOI]

CoRR, 2018

Group Sparsity Residual with Non-Local Samples for Image Denoising.

[BibT_eX]

[DOI]

Proceedings of the 2018 IEEE International Conference on Acoustics, 2018

Joint Patch-Group Based Sparse Representation for Image Inpainting.

[BibT_eX]

[DOI]

Proceedings of The 10th Asian Conference on Machine Learning, 2018

2017

Nonconvex Weighted ℓp Minimization Based Group Sparse Representation Framework for Image Denoising.

[BibT_eX]

[DOI]

IEEE Signal Process. Lett., 2017

Bridge the Gap Between Group Sparse Coding and Rank Minimization via Adaptive Dictionary Learning.

[BibT_eX]

[DOI]

Zhiyuan Zha

Xin Yuan

CoRR, 2017

Non-Convex Weighted Schatten p-Norm Minimization based ADMM Framework for Image Restoration.

[BibT_eX]

[DOI]

CoRR, 2017

Image Compressive Sensing Recovery Using Group Sparse Coding via Non-convex Weighted Lp Minimization.

[BibT_eX]

[DOI]

CoRR, 2017

Group Sparsity Residual Constraint for Image Denoising.

[BibT_eX]

[DOI]

CoRR, 2017

Analyzing the Weighted Nuclear Norm Minimization and Nuclear Norm Minimization based on Group Sparse Representation.

[BibT_eX]

[DOI]

CoRR, 2017

Non-Convex Weighted Lp Minimization based Group Sparse Representation Framework for Image Denoising.

[BibT_eX]

[DOI]

CoRR, 2017

Analyzing the group sparsity based on the rank minimization methods.

[BibT_eX]

[DOI]

Proceedings of the 2017 IEEE International Conference on Multimedia and Expo, 2017

Image denoising using group sparsity residual and external nonlocal self-similarity prior.

[BibT_eX]

[DOI]

Proceedings of the 2017 IEEE International Conference on Image Processing, 2017

Image denoising via group sparsity residual constraint.

[BibT_eX]

[DOI]

Proceedings of the 2017 IEEE International Conference on Acoustics, 2017

2016

Image Restoration using Group Sparse Representation via Weighted Nuclear Norm Minimization.

[BibT_eX]

[DOI]

CoRR, 2016

Analyzing the group sparsity based on the rank minimization methods.

[BibT_eX]

[DOI]

CoRR, 2016

Zhiyuan Zha

Timeline

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On csauthors.net:

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