| 2025 | ICML | From Local Details to Global Context: Advancing Vision-Language Models with Attention-Based Selection. | Lincan Cai, Jingxuan Kang, Shuang Li, Wenxuan Ma, Binhui Xie, Zhida Qin, Jian Liang |
| 2024 | ICML | Learning Modality Knowledge Alignment for Cross-Modality Transfer. | Wenxuan Ma, Shuang Li, Lincan Cai, Jingxuan Kang |
| 2024 | ICML | Enhancing Cross-Modal Fine-Tuning with Gradually Intermediate Modality Generation. | Lincan Cai, Shuang Li, Wenxuan Ma, Jingxuan Kang, Binhui Xie, Zixun Sun, Chengwei Zhu |
| 2024 | MICCAI | Translating Simulation Images to X-Ray Images via Multi-scale Semantic Matching. | Jingxuan Kang, Tudor Jianu, Baoru Huang, Binod Bhattarai, Ngan Le, Frans Coenen, Anh Nguyen |
| 2023 | ICCV | Borrowing Knowledge From Pre-trained Language Model: A New Data-efficient Visual Learning Paradigm. | Wenxuan Ma, Shuang Li, Jinming Zhang, Chi Harold Liu, Jingxuan Kang, Yulin Wang, Gao Huang |
| 2021 | ISPA | Domain Adaptive Semantic Segmentation via Image Translation and Representation Alignment. | Jingxuan Kang, Bin Zang, Weipeng Cao |