Zhiyuan Zha

According to our database, Zhiyuan Zha authored at least 57 papers between 2016 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Multiple Complementary Priors for Multispectral Image Compressive Sensing Reconstruction.

Zhiyuan Zha, Bihan Wen, Xin Yuan, Jiachao Zhang, Jiantao Zhou, Xudong Jiang, Ce Zhu

IEEE Trans. Cybern., May, 2024

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

Hengmin Zhang, Bihan Wen, Zhiyuan Zha, Bob Zhang, Yang Tang, Guo Yu, Wenli Du

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

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

Hengmin Zhang, Jian Yang, Jianjun Qian, Guangwei Gao, Xiangyuan Lan, Zhiyuan Zha, Bihan Wen

IEEE Trans. Inf. Forensics Secur., 2024

Structured residual sparsity for video compressive sensing reconstruction.

Zhiyuan Zha, Bihan Wen, Xin Yuan, Jiachao Zhang, Jiantao Zhou, Ce Zhu

Signal Process., 2024

Intrinsic-style distribution matching for arbitrary style transfer.

Meichen Liu, Songnan Lin, Hengmin Zhang, Zhiyuan Zha, Bihan Wen

Knowl. Based Syst., 2024

Faster nonconvex low-rank matrix learning for image low-level and high-level vision: A unified framework.

Hengmin Zhang, Jian Yang, Jianjun Qian, Chen Gong, Xin Ning, Zhiyuan Zha, Bihan Wen

Inf. Fusion, 2024

A joint learning method with consistency-aware for low-resolution facial expression recognition.

Yuanlun Xie, Wenhong Tian, Liang Song, Ruini Xue, Zhiyuan Zha, Bihan Wen

Expert Syst. Appl., 2024

MESS: Coarse-Grained Modular Two-Way Dialogue Entity Linking Framework.

Pengnian Qi, Zhiyuan Zha, Biao Qin

Proceedings of the Machine Learning and Knowledge Discovery in Databases. Research Track, 2024

Contrastive Pre-training with Multi-level Alignment for Grounded Multimodal Named Entity Recognition.

Xigang Bao, Mengyuan Tian, Luyao Wang, Zhiyuan Zha, Biao Qin

Proceedings of the 2024 International Conference on Multimedia Retrieval, 2024

M³TQA: Multi-View, Multi-Hop and Multi-Stage Reasoning for Temporal Question Answering.

Zhiyuan Zha, Pengnian Qi, Xigang Bao, Mengyuan Tian, Biao Qin

Proceedings of the IEEE International Conference on Acoustics, 2024

2023

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

Hengmin Zhang, Shuyi Li, Jing Qiu, Yang Tang, Jie Wen, Zhiyuan Zha, Bihan Wen

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

Low-Rankness Guided Group Sparse Representation for Image Restoration.

Zhiyuan Zha, Bihan Wen, Xin Yuan, Jiantao Zhou, Ce Zhu, Alex ChiChung Kot

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

Nonlocal Structured Sparsity Regularization Modeling for Hyperspectral Image Denoising.

Zhiyuan Zha, Bihan Wen, Xin Yuan, Jiachao Zhang, Jiantao Zhou, Yilong Lu, Ce Zhu

IEEE Trans. Geosci. Remote. Sens., 2023

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

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.

Zhiyuan Zha, Pengnian Qi, Xigang Bao, Biao Qin

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

Hyperspectral Image Denoising Via Nonlocal Rank Residual Modeling.

Zhiyuan Zha, Bihan Wen, Xin Yuan, Jiantao Zhou, Ce Zhu

Proceedings of the IEEE International Conference on Acoustics, 2023

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

Xigang Bao, Mengyuan Tian, Zhiyuan Zha, Biao Qin

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

2022

Hybrid Plug-and-Play Model for Image restoration.

Zhiyuan Zha

Dataset, May, 2022

A Hybrid Structural Sparsification Error Model for Image Restoration.

Zhiyuan Zha, Bihan Wen, Xin Yuan, Jiantao Zhou, Ce Zhu, Alex ChiChung Kot

IEEE Trans. Neural Networks Learn. Syst., 2022

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

Xiang Chen, Wenjun Xia, Yan Liu, Hu Chen, Jiliu Zhou, Zhiyuan Zha, Bihan Wen, Yi Zhang

IEEE Trans. Medical Imaging, 2022

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

Lanqing Guo, Zhiyuan Zha, Saiprasad Ravishankar, Bihan Wen

IEEE Trans. Image Process., 2022

Nonconvex Structural Sparsity Residual Constraint for Image Restoration.

Zhiyuan Zha, Xin Yuan, Bihan Wen, Jiachao Zhang, Ce Zhu

IEEE Trans. Cybern., 2022

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

Zhiyuan Zha, Bihan Wen, Xin Yuan, Jiantao Zhou, Ce Zhu

Proceedings of the IEEE International Conference on Acoustics, 2022

2021

Triply Complementary Priors for Image Restoration.

Zhiyuan Zha, Bihan Wen, Xin Yuan, Joey Tianyi Zhou, Jiantao Zhou, Ce Zhu

IEEE Trans. Image Process., 2021

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

Zhiyuan Zha, Bihan Wen, Xin Yuan, Jiantao Zhou, Ce Zhu

IEEE Trans. Image Process., 2021

Low-Rank Regularized Joint Sparsity for Image Denoising.

Zhiyuan Zha, Bihan Wen, Xin Yuan, Jiantao Zhou, Ce Zhu

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.

Rongkai Zhang, Jiang Zhu, Zhiyuan Zha, Justin Dauwels, Bihan Wen

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

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

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.

Zhiyuan Zha, Xin Yuan, Jiantao Zhou, Ce Zhu, Bihan Wen

IEEE Trans. Image Process., 2020

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

Zhiyuan Zha, Xin Yuan, Bihan Wen, Jiachao Zhang, Jiantao Zhou, Ce Zhu

IEEE Trans. Image Process., 2020

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

Zhiyuan Zha, Xin Yuan, Bihan Wen, Jiantao Zhou, Jiachao Zhang, Ce Zhu

IEEE Trans. Image Process., 2020

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

Zhiyuan Zha, Xin Yuan, Bihan Wen, Jiantao Zhou, Jiachao Zhang, Ce Zhu

IEEE Trans. Image Process., 2020

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

Zhiyuan Zha, Xin Yuan, Bihan Wen, Jiantao Zhou, Ce Zhu

IEEE Trans. Image Process., 2020

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

Zhiyuan Zha, Bihan Wen, Xin Yuan, Jiantao Zhou, Ce Zhu

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

The Power Of Triply Complementary Priors For Image Compressive Sensing.

Zhiyuan Zha, Xin Yuan, Joey Tianyi Zhou, Jiantao Zhou, Bihan Wen, Ce Zhu

Proceedings of the IEEE International Conference on Image Processing, 2020

A Hybrid Structural Sparse Error Model for Image Deblocking.

Zhiyuan Zha, Xin Yuan, Jiantao Zhou, Ce Zhu, Bihan Wen

Proceedings of the 2020 IEEE International Conference on Acoustics, 2020

2019

Simultaneous Nonlocal Self-Similarity Prior for Image Denoising.

Zhiyuan Zha, Xin Yuan, Bihan Wen, Jiachao Zhang, Jiantao Zhou, Ce Zhu

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

A Comparative Study for the Nuclear Norms Minimization Methods.

Zhiyuan Zha, Bihan Wen, Jiachao Zhang, Jiantao Zhou, Ce Zhu

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

2018

Compressed sensing image reconstruction via adaptive sparse nonlocal regularization.

Zhiyuan Zha, Xin Liu, Xinggan Zhang, Yang Chen, Lan Tang, Yechao Bai, Qiong Wang, Zhenhong Shang

Vis. Comput., 2018

Non-convex weighted ℓ_<i>p</i> nuclear norm based ADMM framework for image restoration.

Zhiyuan Zha, Xinggan Zhang, Yu Wu, Qiong Wang, Xin Liu, Lan Tang, Xin Yuan

Neurocomputing, 2018

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

Zhiyuan Zha, Xinggan Zhang, Qiong Wang, Lan Tang, Xin Liu

Neurocomputing, 2018

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

Zhiyuan Zha, Xinggan Zhang, Qiong Wang, Yechao Bai, Yang Chen, Lan Tang, Xin Liu

Neurocomputing, 2018

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

Zhiyuan Zha, Xin Yuan, Tao Yue, Jiaotao Zhou

CoRR, 2018

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

Zhiyuan Zha, Xinggan Zhang, Qiong Wang, Yechao Bai, Lan Tang, Xin Yuan

Proceedings of the 2018 IEEE International Conference on Acoustics, 2018

Joint Patch-Group Based Sparse Representation for Image Inpainting.

Zhiyuan Zha, Xin Yuan, Bihan Wen, Jiantao Zhou, Ce Zhu

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

2017

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

Qiong Wang, Xinggan Zhang, Yu Wu, Lan Tang, Zhiyuan Zha

IEEE Signal Process. Lett., 2017

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

Zhiyuan Zha, Xin Yuan

CoRR, 2017

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

Zhiyuan Zha, Xinggan Zhang, Yu Wu, Qiong Wang, Lan Tang

CoRR, 2017

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

Zhiyuan Zha, Xinggan Zhang, Yu Wu, Qiong Wang, Lan Tang

CoRR, 2017

Group Sparsity Residual Constraint for Image Denoising.

Zhiyuan Zha, Xinggan Zhang, Qiong Wang, Yechao Bai, Lan Tang

CoRR, 2017

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

Zhiyuan Zha, Xinggan Zhang, Qiong Wang, Yechao Bai, Lan Tang

CoRR, 2017

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

Qiong Wang, Xinggan Zhang, Yu Wu, Yechao Bai, Lan Tang, Zhiyuan Zha

CoRR, 2017

Analyzing the group sparsity based on the rank minimization methods.

Zhiyuan Zha, Xin Liu, Xiaohua Huang, Henglin Shi, Yingyue Xu, Qiong Wang, Lan Tang, Xinggan Zhang

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

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

Zhiyuan Zha, Xinggan Zhang, Qiong Wang, Yechao Bai, Lan Tang

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

Image denoising via group sparsity residual constraint.

Zhiyuan Zha, Xin Liu, Ziheng Zhou, Xiaohua Huang, Jingang Shi, Zhenhong Shang, Lan Tang, Yechao Bai, Qiong Wang, Xinggan Zhang

Proceedings of the 2017 IEEE International Conference on Acoustics, 2017

2016

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

Zhiyuan Zha, Xinggan Zhang, Xin Liu, Ziheng Zhou, Jingang Shi, Shouren Lan, Yang Chen, Yechao Bai, Qiong Wang, Lan Tang

CoRR, 2016

Analyzing the group sparsity based on the rank minimization methods.

Zhiyuan Zha, Xin Liu, Xiaohua Huang, Xiaopeng Hong, Henglin Shi, Yingyue Xu, Qiong Wang, Lan Tang, Xinggan Zhang

CoRR, 2016