Zhiyuan Zha

68 papers A 3B 7C 1Misc 7Journal 48Unranked 2
YearRankTypeTitle / Venue / Authors
2026 J jnl
A Physically-Grounded Attack and Adaptive Defense Framework for Real-World Low-Light Image Enhancement.
CoRR
Tongshun Zhang, Pingping Liu, Yuqing Lei, Zixuan Zhong, Qiuzhan Zhou, Zhiyuan Zha
2026 J jnl
A regularized deep self-expression feature augmentation network for few-shot unconstrained palmprint recognition.
Pattern Recognit.
Kunlei Jing, Hebo Ma, Chen Zhang, Zhiyuan Zha, Bihan Wen
2025 J jnl
CLEAN: Category Knowledge-Driven Compression Framework for Efficient 3D Object Detection.
IEEE Trans. Pattern Anal. Mach. Intell.
Haonan Zhang, Longjun Liu, Fei Hui, Bo Zhang, Hengmin Zhang, Zhiyuan Zha
2025 J jnl
Editorial: High-Dimensional Imaging: Emerging Challenges and Advances in Reconstruction and Restoration.
IEEE J. Sel. Top. Signal Process.
Zhiyuan Zha, Saiprasad Ravishankar, Chen Zhao, Hassan Mansour, Giuseppe Valenzise, Ce Zhu, Alex C. Kot
2025 J jnl
Human pose estimation via inter-view image similarity with adaptive weights.
Displays
Yang Gao, Shigang Wang, Zhiyuan Zha
2025 J jnl
Triply Laplacian Scale Mixture Modeling for Seismic Data Noise Suppression.
CoRR
Sirui Pan, Zhiyuan Zha, Shigang Wang, Yue Li, Zipei Fan, Gang Yan, Binh T. Nguyen, Bihan Wen, Ce Zhu
2025 J jnl
Triply Laplacian Scale Mixture Modeling for Seismic Data Noise Suppression.
IEEE Trans. Geosci. Remote. Sens.
Sirui Pan, Zhiyuan Zha, Shigang Wang, Yue Li, Zipei Fan, Gang Yan, Binh T. Nguyen, Bihan Wen, Ce Zhu
2024 J jnl
A joint learning method with consistency-aware for low-resolution facial expression recognition.
Expert Syst. Appl.
Yuanlun Xie, Wenhong Tian, Liang Song, Ruini Xue, Zhiyuan Zha, Bihan Wen
2024 J jnl
Accelerated PALM for Nonconvex Low-Rank Matrix Recovery With Theoretical Analysis.
IEEE Trans. Circuits Syst. Video Technol.
Hengmin Zhang, Bihan Wen, Zhiyuan Zha, Bob Zhang, Yang Tang, Guo Yu, Wenli Du
2024 B conf
Contrastive Pre-training with Multi-level Alignment for Grounded Multimodal Named Entity Recognition.
ICMR
Xigang Bao, Mengyuan Tian, Luyao Wang, Zhiyuan Zha, Biao Qin
2024 J jnl
Efficient Image Classification via Structured Low-Rank Matrix Factorization Regression.
IEEE Trans. Inf. Forensics Secur.
Hengmin Zhang, Jian Yang, Jianjun Qian, Guangwei Gao, Xiangyuan Lan, Zhiyuan Zha, Bihan Wen
2024 J jnl
Faster nonconvex low-rank matrix learning for image low-level and high-level vision: A unified framework.
Inf. Fusion
Hengmin Zhang, Jian Yang, Jianjun Qian, Chen Gong, Xin Ning, Zhiyuan Zha, Bihan Wen
2024 J jnl
Intrinsic-style distribution matching for arbitrary style transfer.
Knowl. Based Syst.
Meichen Liu, Songnan Lin, Hengmin Zhang, Zhiyuan Zha, Bihan Wen
2024 Misc conf
M
ICASSP
Zhiyuan Zha, Pengnian Qi, Xigang Bao, Mengyuan Tian, Biao Qin
2024 — conf
MESS: Coarse-Grained Modular Two-Way Dialogue Entity Linking Framework.
ECML/PKDD (1)
Pengnian Qi, Zhiyuan Zha, Biao Qin
2024 J jnl
Multiple Complementary Priors for Multispectral Image Compressive Sensing Reconstruction.
IEEE Trans. Cybern.
Zhiyuan Zha, Bihan Wen, Xin Yuan, Jiachao Zhang, Jiantao Zhou, Xudong Jiang, Ce Zhu
2024 J jnl
Structured residual sparsity for video compressive sensing reconstruction.
Signal Process.
Zhiyuan Zha, Bihan Wen, Xin Yuan, Jiachao Zhang, Jiantao Zhou, Ce Zhu
2023 J jnl
Efficient and Effective Nonconvex Low-Rank Subspace Clustering via SVT-Free Operators.
IEEE Trans. Circuits Syst. Video Technol.
Hengmin Zhang, Shuyi Li, Jing Qiu, Yang Tang, Jie Wen, Zhiyuan Zha, Bihan Wen
2023 Misc conf
Hyperspectral Image Denoising Via Nonlocal Rank Residual Modeling.
ICASSP
Zhiyuan Zha, Bihan Wen, Xin Yuan, Jiantao Zhou, Ce Zhu
2023 J jnl
Learning Nonlocal Sparse and Low-Rank Models for Image Compressive Sensing: Nonlocal sparse and low-rank modeling.
IEEE Signal Process. Mag.
Zhiyuan Zha, Bihan Wen, Xin Yuan, Saiprasad Ravishankar, Jiantao Zhou, Ce Zhu
2023 J jnl
Low-Rankness Guided Group Sparse Representation for Image Restoration.
IEEE Trans. Neural Networks Learn. Syst.
Zhiyuan Zha, Bihan Wen, Xin Yuan, Jiantao Zhou, Ce Zhu, Alex ChiChung Kot
2023 A conf
MPMRC-MNER: A Unified MRC framework for Multimodal Named Entity Recognition based Multimodal Prompt.
CIKM
Xigang Bao, Mengyuan Tian, Zhiyuan Zha, Biao Qin
2023 J jnl
Nonlocal Structured Sparsity Regularization Modeling for Hyperspectral Image Denoising.
IEEE Trans. Geosci. Remote. Sens.
Zhiyuan Zha, Bihan Wen, Xin Yuan, Jiachao Zhang, Jiantao Zhou, Yilong Lu, Ce Zhu
2023 — conf
bfE
ICONIP (13)
Zhiyuan Zha, Pengnian Qi, Xigang Bao, Biao Qin
2022 J jnl
A Hybrid Structural Sparsification Error Model for Image Restoration.
IEEE Trans. Neural Networks Learn. Syst.
Zhiyuan Zha, Bihan Wen, Xin Yuan, Jiantao Zhou, Ce Zhu, Alex ChiChung Kot
2022 J jnl
Exploiting Non-Local Priors via Self-Convolution for Highly-Efficient Image Restoration.
IEEE Trans. Image Process.
Lanqing Guo, Zhiyuan Zha, Saiprasad Ravishankar, Bihan Wen
2022 J jnl
FONT-SIR: Fourth-Order Nonlocal Tensor Decomposition Model for Spectral CT Image Reconstruction.
IEEE Trans. Medical Imaging
Xiang Chen, Wenjun Xia, Yan Liu, Hu Chen, Jiliu Zhou, Zhiyuan Zha, Bihan Wen, Yi Zhang
2022 J jnl
Nonconvex Structural Sparsity Residual Constraint for Image Restoration.
IEEE Trans. Cybern.
Zhiyuan Zha, Xin Yuan, Bihan Wen, Jiachao Zhang, Ce Zhu
2022 Misc conf
Simultaneous Nonlocal Low-Rank And Deep Priors For Poisson Denoising.
ICASSP
Zhiyuan Zha, Bihan Wen, Xin Yuan, Jiantao Zhou, Ce Zhu
2021 J jnl
Image Restoration via Reconciliation of Group Sparsity and Low-Rank Models.
IEEE Trans. Image Process.
Zhiyuan Zha, Bihan Wen, Xin Yuan, Jiantao Zhou, Ce Zhu
2021 B conf
Low-Rank Regularized Joint Sparsity for Image Denoising.
ICIP
Zhiyuan Zha, Bihan Wen, Xin Yuan, Jiantao Zhou, Ce Zhu
2021 B conf
R3L: Connecting Deep Reinforcement Learning To Recurrent Neural Networks For Image Denoising Via Residual Recovery.
ICIP
Rongkai Zhang, Jiang Zhu, Zhiyuan Zha, Justin Dauwels, Bihan Wen
2021 J jnl
R3L: Connecting Deep Reinforcement Learning to Recurrent Neural Networks for Image Denoising via Residual Recovery.
CoRR
Rongkai Zhang, Jiang Zhu, Zhiyuan Zha, Justin Dauwels, Bihan Wen
2021 Misc conf
Self-Convolution: A Highly-Efficient Operator for Non-Local Image Restoration.
ICASSP
Lanqing Guo, Zhiyuan Zha, Saiprasad Ravishankar, Bihan Wen
2021 J jnl
Triply Complementary Priors for Image Restoration.
IEEE Trans. Image Process.
Zhiyuan Zha, Bihan Wen, Xin Yuan, Joey Tianyi Zhou, Jiantao Zhou, Ce Zhu
2020 J jnl
A Benchmark for Sparse Coding: When Group Sparsity Meets Rank Minimization.
IEEE Trans. Image Process.
Zhiyuan Zha, Xin Yuan, Bihan Wen, Jiantao Zhou, Jiachao Zhang, Ce Zhu
2020 Misc conf
A Hybrid Structural Sparse Error Model for Image Deblocking.
ICASSP
Zhiyuan Zha, Xin Yuan, Jiantao Zhou, Ce Zhu, Bihan Wen
2020 J jnl
From Rank Estimation to Rank Approximation: Rank Residual Constraint for Image Restoration.
IEEE Trans. Image Process.
Zhiyuan Zha, Xin Yuan, Bihan Wen, Jiantao Zhou, Jiachao Zhang, Ce Zhu
2020 J jnl
Group Sparsity Residual Constraint With Non-Local Priors for Image Restoration.
IEEE Trans. Image Process.
Zhiyuan Zha, Xin Yuan, Bihan Wen, Jiantao Zhou, Ce Zhu
2020 J jnl
Image Restoration Using Joint Patch-Group-Based Sparse Representation.
IEEE Trans. Image Process.
Zhiyuan Zha, Xin Yuan, Bihan Wen, Jiachao Zhang, Jiantao Zhou, Ce Zhu
2020 J jnl
Image Restoration via Simultaneous Nonlocal Self-Similarity Priors.
IEEE Trans. Image Process.
Zhiyuan Zha, Xin Yuan, Jiantao Zhou, Ce Zhu, Bihan Wen
2020 A conf
Reconciliation Of Group Sparsity And Low-Rank Models For Image Restoration.
ICME
Zhiyuan Zha, Bihan Wen, Xin Yuan, Jiantao Zhou, Ce Zhu
2020 B conf
The Power Of Triply Complementary Priors For Image Compressive Sensing.
ICIP
Zhiyuan Zha, Xin Yuan, Joey Tianyi Zhou, Jiantao Zhou, Bihan Wen, Ce Zhu
2020 J jnl
The Power of Triply Complementary Priors for Image Compressive Sensing.
CoRR
Zhiyuan Zha, Xin Yuan, Joey Tianyi Zhou, Jiantao Zhou, Bihan Wen, Ce Zhu
2019 B conf
A Comparative Study for the Nuclear Norms Minimization Methods.
ICIP
Zhiyuan Zha, Bihan Wen, Jiachao Zhang, Jiantao Zhou, Ce Zhu
2019 B conf
Simultaneous Nonlocal Self-Similarity Prior for Image Denoising.
ICIP
Zhiyuan Zha, Xin Yuan, Bihan Wen, Jiachao Zhang, Jiantao Zhou, Ce Zhu
2018 J jnl
Compressed sensing image reconstruction via adaptive sparse nonlocal regularization.
Vis. Comput.
Zhiyuan Zha, Xin Liu, Xinggan Zhang, Yang Chen, Lan Tang, Yechao Bai, Qiong Wang, Zhenhong Shang
2018 J jnl
From Rank Estimation to Rank Approximation: Rank Residual Constraint for Image Denoising.
CoRR
Zhiyuan Zha, Xin Yuan, Tao Yue, Jiaotao Zhou
2018 Misc conf
Group Sparsity Residual with Non-Local Samples for Image Denoising.
ICASSP
Zhiyuan Zha, Xinggan Zhang, Qiong Wang, Yechao Bai, Lan Tang, Xin Yuan
2018 J jnl
Group Sparsity Residual with Non-Local Samples for Image Denoising.
CoRR
Zhiyuan Zha, Xinggan Zhang, Qiong Wang, Yechao Bai, Lan Tang, Xin Yuan
2018 J jnl
Group sparsity residual constraint for image denoising with external nonlocal self-similarity prior.
Neurocomputing
Zhiyuan Zha, Xinggan Zhang, Qiong Wang, Yechao Bai, Yang Chen, Lan Tang, Xin Liu
2018 J jnl
Group-based sparse representation for image compressive sensing reconstruction with non-convex regularization.
Neurocomputing
Zhiyuan Zha, Xinggan Zhang, Qiong Wang, Lan Tang, Xin Liu
2018 C conf
Joint Patch-Group Based Sparse Representation for Image Inpainting.
ACML
Zhiyuan Zha, Xin Yuan, Bihan Wen, Jiantao Zhou, Ce Zhu
2018 J jnl
Non-convex weighted ℓ
Neurocomputing
Zhiyuan Zha, Xinggan Zhang, Yu Wu, Qiong Wang, Xin Liu, Lan Tang, Xin Yuan
2017 J jnl
Analyzing the Weighted Nuclear Norm Minimization and Nuclear Norm Minimization based on Group Sparse Representation.
CoRR
Zhiyuan Zha, Xinggan Zhang, Qiong Wang, Yechao Bai, Lan Tang
2017 A conf
Analyzing the group sparsity based on the rank minimization methods.
ICME
Zhiyuan Zha, Xin Liu, Xiaohua Huang, Henglin Shi, Yingyue Xu, Qiong Wang, Lan Tang, Xinggan Zhang
2017 J jnl
Bridge the Gap Between Group Sparse Coding and Rank Minimization via Adaptive Dictionary Learning.
CoRR
Zhiyuan Zha, Xin Yuan
2017 J jnl
Group Sparsity Residual Constraint for Image Denoising.
CoRR
Zhiyuan Zha, Xinggan Zhang, Qiong Wang, Yechao Bai, Lan Tang
2017 J jnl
Image Compressive Sensing Recovery Using Group Sparse Coding via Non-convex Weighted Lp Minimization.
CoRR
Zhiyuan Zha, Xinggan Zhang, Yu Wu, Qiong Wang, Lan Tang
2017 B conf
Image denoising using group sparsity residual and external nonlocal self-similarity prior.
ICIP
Zhiyuan Zha, Xinggan Zhang, Qiong Wang, Yechao Bai, Lan Tang
2017 J jnl
Image denoising using group sparsity residual and external nonlocal self-similarity prior.
CoRR
Zhiyuan Zha, Xinggan Zhang, Qiong Wang, Yechao Bai, Lan Tang
2017 Misc conf
Image denoising via group sparsity residual constraint.
ICASSP
Zhiyuan Zha, Xin Liu, Ziheng Zhou, Xiaohua Huang, Jingang Shi, Zhenhong Shang, Lan Tang, Yechao Bai, Qiong Wang, Xinggan Zhang
2017 J jnl
Non-Convex Weighted Lp Minimization based Group Sparse Representation Framework for Image Denoising.
CoRR
Qiong Wang, Xinggan Zhang, Yu Wu, Yechao Bai, Lan Tang, Zhiyuan Zha
2017 J jnl
Non-Convex Weighted Schatten p-Norm Minimization based ADMM Framework for Image Restoration.
CoRR
Zhiyuan Zha, Xinggan Zhang, Yu Wu, Qiong Wang, Lan Tang
2017 J jnl
Nonconvex Weighted ℓ
IEEE Signal Process. Lett.
Qiong Wang, Xinggan Zhang, Yu Wu, Lan Tang, Zhiyuan Zha
2016 J jnl
Analyzing the group sparsity based on the rank minimization methods.
CoRR
Zhiyuan Zha, Xin Liu, Xiaohua Huang, Xiaopeng Hong, Henglin Shi, Yingyue Xu, Qiong Wang, Lan Tang, Xinggan Zhang
2016 J jnl
Image Restoration using Group Sparse Representation via Weighted Nuclear Norm Minimization.
CoRR
Zhiyuan Zha, Xinggan Zhang, Xin Liu, Ziheng Zhou, Jingang Shi, Shouren Lan, Yang Chen, Yechao Bai, Qiong Wang, Lan Tang
2016 J jnl
Image denoising via group sparsity residual constraint.
CoRR
Zhiyuan Zha, Xin Liu, Ziheng Zhou, Xiaohua Huang, Jingang Shi, Zhenhong Shang, Lan Tang, Yechao Bai, Qiong Wang, Xinggan Zhang