| 2025 | CVPR | LoRA Subtraction for Drift-Resistant Space in Exemplar-Free Continual Learning. | Xuan Liu, Xiaobin Chang |
| 2024 | CVPR | Consistent Prompting for Rehearsal-Free Continual Learning. | Zhanxin Gao, Jun Cen, Xiaobin Chang |
| 2024 | ICASSP | Generalizable Two-Branch Framework for Image Class-Incremental Learning. | Chao Wu, Xiaobin Chang, Ruixuan Wang |
| 2023 | ICCV | Dynamic Residual Classifier for Class Incremental Learning. | Xiuwei Chen, Xiaobin Chang |
| 2022 | CVPR | Camera-Conditioned Stable Feature Generation for Isolated Camera Supervised Person Re-IDentification. | Chao Wu, Wenhang Ge, Ancong Wu, Xiaobin Chang |
| 2021 | CVPR | Learning Discriminative Prototypes With Dynamic Time Warping. | Xiaobin Chang, Frederick Tung, Greg Mori |
| 2019 | AAAI | Disjoint Label Space Transfer Learning with Common Factorised Space. | Xiaobin Chang, Yongxin Yang, Tao Xiang, Timothy M. Hospedales |
| 2018 | CVPR | Multi-Level Factorisation Net for Person Re-Identification. | Xiaobin Chang, Timothy M. Hospedales, Tao Xiang |
| 2018 | CVPR | Scalable and Effective Deep CCA via Soft Decorrelation. | Xiaobin Chang, Tao Xiang, Timothy M. Hospedales |
| 2016 | BMVC | L1 Graph Based Sparse Model for Label De-noising. | Xiaobin Chang, Tao Xiang, Timothy M. Hospedales |
| 2016 | IJCNN | Facial skin beautification via sparse representation over learned layer dictionary. | Xi Lu, Xiaobin Chang, Xiaohua Xie, Jianfang Hu, Wei-Shi Zheng |