| 2025 | AAAI | Enhancing the Adversarial Robustness via Manifold Projection. | Zhiting Li, Shibai Yin, Tai-Xiang Jiang, Yexun Hu, Jia-Mian Wu, Guowei Yang, Guisong Liu |
| 2025 | ICASSP | Spectral Low-Rank Attention with Flow-Based Refinement for Spectral Reconstruction. | Yiwen Wang, Zixin Tang, Yexun Hu, Guisong Liu, Tai-Xiang Jiang |
| 2024 | IGARSS | Sparsity Regularized Rank-(L,M,N) Block Term Decomposition for Hyperspectral Image Mixed Noise Removal. | Hao Zhang, Ting-Zhu Huang, Jie Lin, Tai-Xiang Jiang |
| 2022 | AAAI | LAGConv: Local-Context Adaptive Convolution Kernels with Global Harmonic Bias for Pansharpening. | Zi-Rong Jin, Tian-Jing Zhang, Tai-Xiang Jiang, Gemine Vivone, Liang-Jian Deng |
| 2022 | CVPR | HLRTF: Hierarchical Low-Rank Tensor Factorization for Inverse Problems in Multi-Dimensional Imaging. | Yi-Si Luo, Xile Zhao, Deyu Meng, Tai-Xiang Jiang |
| 2022 | IJCAI | Degradation Accordant Plug-and-Play for Low-Rank Tensor Completion. | Yexun Hu, Tai-Xiang Jiang, Xi-Le Zhao |
| 2021 | AAAI | Fully-Connected Tensor Network Decomposition and Its Application to Higher-Order Tensor Completion. | Yu-Bang Zheng, Ting-Zhu Huang, Xi-Le Zhao, Qibin Zhao, Tai-Xiang Jiang |
| 2021 | IGARSS | Hyperspectral Denoising Via Global Tensor Ring Decomposition and Local Unsupervised Deep Image Prior. | Jian-Li Wang, Ting-Zhu Huang, Xi-Le Zhao, Teng-Yu Ji, Tai-Xiang Jiang |
| 2021 | IGARSS | A Blind Cloud/Shadow Removal Strategy for Multi-Temporal Remote Sensing Images. | Jie Lin, Ting-Zhu Huang, Xi-Le Zhao, Meng Ding, Yong Chen, Tai-Xiang Jiang |
| 2019 | ICIP | Rain Streaks Removal for Single Image Via Directional Total Variation Regularization. | Yugang Wang, Ting-Zhu Huang, Xi-Le Zhao, Liang-Jian Deng, Tai-Xiang Jiang |
| 2019 | IGARSS | Constrained Low-Tubal-Rank Tensor Recovery for Hyperspectral Images Mixed Noise Removal by Bilateral Random Projections. | Hao Zhang, Xi-Le Zhao, Tai-Xiang Jiang, Michael Kwok-Po Ng |
| 2019 | IGARSS | Hyperspectral Image Denoising Via Convex Low-Fibered-Rank Regularization. | Yu-Bang Zheng, Ting-Zhu Huang, Xi-Le Zhao, Tai-Xiang Jiang, Jie Huang |
| 2018 | IGARSS | Adaptive Hyperspectral Mixed Noise Removal. | Tai-Xiang Jiang, Lina Zhuang, Ting-Zhu Huang, Jos M. Bioucas-Dias |
| 2017 | CVPR | A Novel Tensor-Based Video Rain Streaks Removal Approach via Utilizing Discriminatively Intrinsic Priors. | Tai-Xiang Jiang, Ting-Zhu Huang, Xi-Le Zhao, Liang-Jian Deng, Yao Wang |