| 2026 | AAAI | GCA: Geometry-aware Conditional Alignment for Partial Domain Adaptation with Coding Rate Reduction. | Xiaohui Chen, Chuan-Xian Ren |
| 2026 | AAAI | Wasserstein-Aware Transfer: Class-Level Alignment for Robust Diffusion Model Adaptation. | Zixian Huang, Chuan-Xian Ren |
| 2026 | AAAI | Inverse Optimal Transport for Efficient Adaptation of Vision-Language Models. | Shupeng Qiu, Chuan-Xian Ren |
| 2025 | ICASSP | MPOT: Manifold Preserving Optimal Transport for Visual Recognition Under Severe Distribution Shift. | You-Wei Luo, Zhi-Hao Li, Chuan-Xian Ren |
| 2025 | ICASSP | Invariant Model Learning on Local-Aware Wasserstein Geodesic for Domain Adaptation. | You-Wei Luo, Yi-Ming Zhai, Chuan-Xian Ren |
| 2024 | AAAI | Probability-Polarized Optimal Transport for Unsupervised Domain Adaptation. | Yan Wang, Chuan-Xian Ren, Yi-Ming Zhai, You-Wei Luo, Hong Yan |
| 2024 | ECCV | COD: Learning Conditional Invariant Representation for Domain Adaptation Regression. | Haoran Yang, Chuan-Xian Ren, You-Wei Luo |
| 2024 | IJCAI | Rethinking Correlation Learning via Label Prior for Open Set Domain Adaptation. | Zixian Huang, Chuan-Xian Ren |
| 2023 | AAAI | Adaptive Texture Filtering for Single-Domain Generalized Segmentation. | Xinhui Li, Mingjia Li, Yaxing Wang, Chuan-Xian Ren, Xiaojie Guo |
| 2023 | CVPR | MOT: Masked Optimal Transport for Partial Domain Adaptation. | You-Wei Luo, Chuan-Xian Ren |
| 2021 | CVPR | Conditional Bures Metric for Domain Adaptation. | You-Wei Luo, Chuan-Xian Ren |
| 2021 | MICCAI | MetaCon: Meta Contrastive Learning for Microsatellite Instability Detection. | Yuqing Liu, Weiwen Wang, Chuan-Xian Ren, Dao-Qing Dai |
| 2020 | AAAI | Unsupervised Domain Adaptation via Discriminative Manifold Embedding and Alignment. | You-Wei Luo, Chuan-Xian Ren, Pengfei Ge, Ke-Kun Huang, Yu-Feng Yu |
| 2020 | CVPR | Enhanced Transport Distance for Unsupervised Domain Adaptation. | Mengxue Li, Yiming Zhai, You-Wei Luo, Pengfei Ge, Chuan-Xian Ren |