Zhiyuan Zha

Publication Activity (10 Years)

Years Active: 2016-2024
Publications (10 Years): 60

Top Topics

Compressive Sensing

Image Restoration

Top Venues

IEEE Trans. Image Process.

Publications

Zhiyuan Zha, Bihan Wen, Xin Yuan, Jiachao Zhang, Jiantao Zhou, Ce Zhu
Structured residual sparsity for video compressive sensing reconstruction. Signal Process. 222 (2024)
Hengmin Zhang, Jian Yang, Jianjun Qian, Guangwei Gao, Xiangyuan Lan, Zhiyuan Zha, Bihan Wen
Efficient Image Classification via Structured Low-Rank Matrix Factorization Regression. IEEE Trans. Inf. Forensics Secur. 19 (2024)
Meichen Liu, Songnan Lin, Hengmin Zhang, Zhiyuan Zha, Bihan Wen
Intrinsic-style distribution matching for arbitrary style transfer. Knowl. Based Syst. 296 (2024)
Xigang Bao, Mengyuan Tian, Luyao Wang, Zhiyuan Zha, Biao Qin
Contrastive Pre-training with Multi-level Alignment for Grounded Multimodal Named Entity Recognition. ICMR (2024)
Yuanlun Xie, Wenhong Tian, Liang Song, Ruini Xue, Zhiyuan Zha, Bihan Wen
A joint learning method with consistency-aware for low-resolution facial expression recognition. Expert Syst. Appl. 244 (2024)
Zhiyuan Zha, Bihan Wen, Xin Yuan, Jiachao Zhang, Jiantao Zhou, Xudong Jiang, Ce Zhu
Multiple Complementary Priors for Multispectral Image Compressive Sensing Reconstruction. IEEE Trans. Cybern. 54 (5) (2024)
Hengmin Zhang, Bihan Wen, Zhiyuan Zha, Bob Zhang, Yang Tang, Guo Yu, Wenli Du
Accelerated PALM for Nonconvex Low-Rank Matrix Recovery With Theoretical Analysis. IEEE Trans. Circuits Syst. Video Technol. 34 (4) (2024)
Hengmin Zhang, Jian Yang, Jianjun Qian, Chen Gong, Xin Ning, Zhiyuan Zha, Bihan Wen
Faster nonconvex low-rank matrix learning for image low-level and high-level vision: A unified framework. Inf. Fusion 108 (2024)
Zhiyuan Zha, Pengnian Qi, Xigang Bao, Mengyuan Tian, Biao Qin
TQA: Multi-View, Multi-Hop and Multi-Stage Reasoning for Temporal Question Answering. ICASSP (2024)
Zhiyuan Zha, Bihan Wen, Xin Yuan, Jiachao Zhang, Jiantao Zhou, Yilong Lu, Ce Zhu
Nonlocal Structured Sparsity Regularization Modeling for Hyperspectral Image Denoising. IEEE Trans. Geosci. Remote. Sens. 61 (2023)
Zhiyuan Zha, Bihan Wen, Xin Yuan, Saiprasad Ravishankar, Jiantao Zhou, Ce Zhu
Learning Nonlocal Sparse and Low-Rank Models for Image Compressive Sensing: Nonlocal sparse and low-rank modeling. IEEE Signal Process. Mag. 40 (1) (2023)
Zhiyuan Zha, Bihan Wen, Xin Yuan, Jiantao Zhou, Ce Zhu, Alex ChiChung Kot
Low-Rankness Guided Group Sparse Representation for Image Restoration. IEEE Trans. Neural Networks Learn. Syst. 34 (10) (2023)
Xigang Bao, Mengyuan Tian, Zhiyuan Zha, Biao Qin
MPMRC-MNER: A Unified MRC framework for Multimodal Named Entity Recognition based Multimodal Prompt. CIKM (2023)
Zhiyuan Zha, Pengnian Qi, Xigang Bao, Biao Qin
-MG: End-to-End Expert Linking via Multi-Granularity Representation Learning. ICONIP (13) (2023)
Zhiyuan Zha, Bihan Wen, Xin Yuan, Jiantao Zhou, Ce Zhu
Hyperspectral Image Denoising Via Nonlocal Rank Residual Modeling. ICASSP (2023)
Hengmin Zhang, Shuyi Li, Jing Qiu, Yang Tang, Jie Wen, Zhiyuan Zha, Bihan Wen
Efficient and Effective Nonconvex Low-Rank Subspace Clustering via SVT-Free Operators. IEEE Trans. Circuits Syst. Video Technol. 33 (12) (2023)
Zhiyuan Zha, Xin Yuan, Bihan Wen, Jiachao Zhang, Ce Zhu
Nonconvex Structural Sparsity Residual Constraint for Image Restoration. IEEE Trans. Cybern. 52 (11) (2022)
Zhiyuan Zha, Bihan Wen, Xin Yuan, Jiantao Zhou, Ce Zhu
Simultaneous Nonlocal Low-Rank And Deep Priors For Poisson Denoising. ICASSP (2022)
Zhiyuan Zha, Bihan Wen, Xin Yuan, Jiantao Zhou, Ce Zhu, Alex ChiChung Kot
A Hybrid Structural Sparsification Error Model for Image Restoration. IEEE Trans. Neural Networks Learn. Syst. 33 (9) (2022)
Lanqing Guo, Zhiyuan Zha, Saiprasad Ravishankar, Bihan Wen
Exploiting Non-Local Priors via Self-Convolution for Highly-Efficient Image Restoration. IEEE Trans. Image Process. 31 (2022)
Xiang Chen, Wenjun Xia, Yan Liu, Hu Chen, Jiliu Zhou, Zhiyuan Zha, Bihan Wen, Yi Zhang
FONT-SIR: Fourth-Order Nonlocal Tensor Decomposition Model for Spectral CT Image Reconstruction. IEEE Trans. Medical Imaging 41 (8) (2022)
Zhiyuan Zha, Bihan Wen, Xin Yuan, Jiantao Zhou, Ce Zhu
Image Restoration via Reconciliation of Group Sparsity and Low-Rank Models. IEEE Trans. Image Process. 30 (2021)
Zhiyuan Zha, Bihan Wen, Xin Yuan, Joey Tianyi Zhou, Jiantao Zhou, Ce Zhu
Triply Complementary Priors for Image Restoration. IEEE Trans. Image Process. 30 (2021)
Zhiyuan Zha, Bihan Wen, Xin Yuan, Jiantao Zhou, Ce Zhu
Low-Rank Regularized Joint Sparsity for Image Denoising. ICIP (2021)
Rongkai Zhang, Jiang Zhu, Zhiyuan Zha, Justin Dauwels, Bihan Wen
R3L: Connecting Deep Reinforcement Learning To Recurrent Neural Networks For Image Denoising Via Residual Recovery. ICIP (2021)
Lanqing Guo, Zhiyuan Zha, Saiprasad Ravishankar, Bihan Wen
Self-Convolution: A Highly-Efficient Operator for Non-Local Image Restoration. ICASSP (2021)
Rongkai Zhang, Jiang Zhu, Zhiyuan Zha, Justin Dauwels, Bihan Wen
R3L: Connecting Deep Reinforcement Learning to Recurrent Neural Networks for Image Denoising via Residual Recovery. CoRR (2021)
Zhiyuan Zha, Bihan Wen, Xin Yuan, Jiantao Zhou, Ce Zhu
Reconciliation Of Group Sparsity And Low-Rank Models For Image Restoration. ICME (2020)
Zhiyuan Zha, Xin Yuan, Bihan Wen, Jiachao Zhang, Jiantao Zhou, Ce Zhu
Image Restoration Using Joint Patch-Group-Based Sparse Representation. IEEE Trans. Image Process. 29 (2020)
Zhiyuan Zha, Xin Yuan, Bihan Wen, Jiantao Zhou, Ce Zhu
Group Sparsity Residual Constraint With Non-Local Priors for Image Restoration. IEEE Trans. Image Process. 29 (2020)
Zhiyuan Zha, Xin Yuan, Joey Tianyi Zhou, Jiantao Zhou, Bihan Wen, Ce Zhu
The Power of Triply Complementary Priors for Image Compressive Sensing. CoRR (2020)
Zhiyuan Zha, Xin Yuan, Jiantao Zhou, Ce Zhu, Bihan Wen
A Hybrid Structural Sparse Error Model for Image Deblocking. ICASSP (2020)
Zhiyuan Zha, Xin Yuan, Jiantao Zhou, Ce Zhu, Bihan Wen
Image Restoration via Simultaneous Nonlocal Self-Similarity Priors. IEEE Trans. Image Process. 29 (2020)
Zhiyuan Zha, Xin Yuan, Joey Tianyi Zhou, Jiantao Zhou, Bihan Wen, Ce Zhu
The Power Of Triply Complementary Priors For Image Compressive Sensing. ICIP (2020)
Zhiyuan Zha, Xin Yuan, Bihan Wen, Jiantao Zhou, Jiachao Zhang, Ce Zhu
From Rank Estimation to Rank Approximation: Rank Residual Constraint for Image Restoration. IEEE Trans. Image Process. 29 (2020)
Zhiyuan Zha, Xin Yuan, Bihan Wen, Jiantao Zhou, Jiachao Zhang, Ce Zhu
A Benchmark for Sparse Coding: When Group Sparsity Meets Rank Minimization. IEEE Trans. Image Process. 29 (2020)
Zhiyuan Zha, Xin Yuan, Bihan Wen, Jiachao Zhang, Jiantao Zhou, Ce Zhu
Simultaneous Nonlocal Self-Similarity Prior for Image Denoising. ICIP (2019)
Zhiyuan Zha, Bihan Wen, Jiachao Zhang, Jiantao Zhou, Ce Zhu
A Comparative Study for the Nuclear Norms Minimization Methods. ICIP (2019)
Zhiyuan Zha, Xinggan Zhang, Qiong Wang, Lan Tang, Xin Liu
Group-based sparse representation for image compressive sensing reconstruction with non-convex regularization. Neurocomputing 296 (2018)
Zhiyuan Zha, Xin Yuan, Tao Yue, Jiaotao Zhou
From Rank Estimation to Rank Approximation: Rank Residual Constraint for Image Denoising. CoRR (2018)
Zhiyuan Zha, Xinggan Zhang, Qiong Wang, Yechao Bai, Lan Tang, Xin Yuan
Group Sparsity Residual with Non-Local Samples for Image Denoising. ICASSP (2018)
Zhiyuan Zha, Xin Yuan, Bihan Wen, Jiantao Zhou, Ce Zhu
Joint Patch-Group Based Sparse Representation for Image Inpainting. ACML (2018)
Zhiyuan Zha, Xinggan Zhang, Qiong Wang, Yechao Bai, Yang Chen, Lan Tang, Xin Liu
Group sparsity residual constraint for image denoising with external nonlocal self-similarity prior. Neurocomputing 275 (2018)
Zhiyuan Zha, Xin Liu, Xinggan Zhang, Yang Chen, Lan Tang, Yechao Bai, Qiong Wang, Zhenhong Shang
Compressed sensing image reconstruction via adaptive sparse nonlocal regularization. Vis. Comput. 34 (1) (2018)
Zhiyuan Zha, Xinggan Zhang, Qiong Wang, Yechao Bai, Lan Tang, Xin Yuan
Group Sparsity Residual with Non-Local Samples for Image Denoising. CoRR (2018)
Zhiyuan Zha, Xinggan Zhang, Yu Wu, Qiong Wang, Xin Liu, Lan Tang, Xin Yuan
nuclear norm based ADMM framework for image restoration. Neurocomputing 311 (2018)
Zhiyuan Zha, Xinggan Zhang, Yu Wu, Qiong Wang, Lan Tang
Image Compressive Sensing Recovery Using Group Sparse Coding via Non-convex Weighted Lp Minimization. CoRR (2017)
Qiong Wang, Xinggan Zhang, Yu Wu, Yechao Bai, Lan Tang, Zhiyuan Zha
Non-Convex Weighted Lp Minimization based Group Sparse Representation Framework for Image Denoising. CoRR (2017)
Zhiyuan Zha, Xin Liu, Ziheng Zhou, Xiaohua Huang, Jingang Shi, Zhenhong Shang, Lan Tang, Yechao Bai, Qiong Wang, Xinggan Zhang
Image denoising via group sparsity residual constraint. ICASSP (2017)
Zhiyuan Zha, Xinggan Zhang, Qiong Wang, Yechao Bai, Lan Tang
Analyzing the Weighted Nuclear Norm Minimization and Nuclear Norm Minimization based on Group Sparse Representation. CoRR (2017)
Zhiyuan Zha, Xinggan Zhang, Qiong Wang, Yechao Bai, Lan Tang
Image denoising using group sparsity residual and external nonlocal self-similarity prior. CoRR (2017)
Zhiyuan Zha, Xinggan Zhang, Yu Wu, Qiong Wang, Lan Tang
Non-Convex Weighted Schatten p-Norm Minimization based ADMM Framework for Image Restoration. CoRR (2017)
Zhiyuan Zha, Xin Yuan
Bridge the Gap Between Group Sparse Coding and Rank Minimization via Adaptive Dictionary Learning. CoRR (2017)
Qiong Wang, Xinggan Zhang, Yu Wu, Lan Tang, Zhiyuan Zha
Minimization Based Group Sparse Representation Framework for Image Denoising. IEEE Signal Process. Lett. 24 (11) (2017)
Zhiyuan Zha, Xin Liu, Xiaohua Huang, Henglin Shi, Yingyue Xu, Qiong Wang, Lan Tang, Xinggan Zhang
Analyzing the group sparsity based on the rank minimization methods. ICME (2017)
Zhiyuan Zha, Xinggan Zhang, Qiong Wang, Yechao Bai, Lan Tang
Group Sparsity Residual Constraint for Image Denoising. CoRR (2017)
Zhiyuan Zha, Xinggan Zhang, Qiong Wang, Yechao Bai, Lan Tang
Image denoising using group sparsity residual and external nonlocal self-similarity prior. ICIP (2017)
Zhiyuan Zha, Xin Liu, Ziheng Zhou, Xiaohua Huang, Jingang Shi, Zhenhong Shang, Lan Tang, Yechao Bai, Qiong Wang, Xinggan Zhang
Image denoising via group sparsity residual constraint. CoRR (2016)
Zhiyuan Zha, Xin Liu, Xiaohua Huang, Xiaopeng Hong, Henglin Shi, Yingyue Xu, Qiong Wang, Lan Tang, Xinggan Zhang
Analyzing the group sparsity based on the rank minimization methods. CoRR (2016)
Zhiyuan Zha, Xinggan Zhang, Xin Liu, Ziheng Zhou, Jingang Shi, Shouren Lan, Yang Chen, Yechao Bai, Qiong Wang, Lan Tang
Image Restoration using Group Sparse Representation via Weighted Nuclear Norm Minimization. CoRR (2016)