| 2024 | ICASSP | M | Zhiyuan Zha, Pengnian Qi, Xigang Bao, Mengyuan Tian, Biao Qin |
| 2023 | CIKM | MPMRC-MNER: A Unified MRC framework for Multimodal Named Entity Recognition based Multimodal Prompt. | Xigang Bao, Mengyuan Tian, Zhiyuan Zha, Biao Qin |
| 2023 | ICASSP | Hyperspectral Image Denoising Via Nonlocal Rank Residual Modeling. | Zhiyuan Zha, Bihan Wen, Xin Yuan, Jiantao Zhou, Ce Zhu |
| 2023 | ICONIP | bfE | Zhiyuan Zha, Pengnian Qi, Xigang Bao, Biao Qin |
| 2022 | ICASSP | Simultaneous Nonlocal Low-Rank And Deep Priors For Poisson Denoising. | Zhiyuan Zha, Bihan Wen, Xin Yuan, Jiantao Zhou, Ce Zhu |
| 2021 | ICASSP | Self-Convolution: A Highly-Efficient Operator for Non-Local Image Restoration. | Lanqing Guo, Zhiyuan Zha, Saiprasad Ravishankar, Bihan Wen |
| 2021 | ICIP | 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 |
| 2021 | ICIP | Low-Rank Regularized Joint Sparsity for Image Denoising. | Zhiyuan Zha, Bihan Wen, Xin Yuan, Jiantao Zhou, Ce Zhu |
| 2020 | ICASSP | A Hybrid Structural Sparse Error Model for Image Deblocking. | Zhiyuan Zha, Xin Yuan, Jiantao Zhou, Ce Zhu, Bihan Wen |
| 2020 | ICIP | The Power Of Triply Complementary Priors For Image Compressive Sensing. | Zhiyuan Zha, Xin Yuan, Joey Tianyi Zhou, Jiantao Zhou, Bihan Wen, Ce Zhu |
| 2019 | ICIP | A Comparative Study for the Nuclear Norms Minimization Methods. | Zhiyuan Zha, Bihan Wen, Jiachao Zhang, Jiantao Zhou, Ce Zhu |
| 2019 | ICIP | Simultaneous Nonlocal Self-Similarity Prior for Image Denoising. | Zhiyuan Zha, Xin Yuan, Bihan Wen, Jiachao Zhang, Jiantao Zhou, Ce Zhu |
| 2018 | ACML | Joint Patch-Group Based Sparse Representation for Image Inpainting. | Zhiyuan Zha, Xin Yuan, Bihan Wen, Jiantao Zhou, Ce Zhu |
| 2018 | ICASSP | Group Sparsity Residual with Non-Local Samples for Image Denoising. | Zhiyuan Zha, Xinggan Zhang, Qiong Wang, Yechao Bai, Lan Tang, Xin Yuan |
| 2017 | ICASSP | 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 |
| 2017 | ICIP | Image denoising using group sparsity residual and external nonlocal self-similarity prior. | Zhiyuan Zha, Xinggan Zhang, Qiong Wang, Yechao Bai, Lan Tang |