| 2025 | CVPR | Every SAM Drop Counts: Embracing Semantic Priors for Multi-Modality Image Fusion and Beyond. | Guanyao Wu, Haoyu Liu, Hongming Fu, Yichuan Peng, Jinyuan Liu, Xin Fan, Risheng Liu |
| 2025 | IJCAI | TextMEF: Text-guided Prompt Learning for Multi-exposure Image Fusion. | Jinyuan Liu, Qianjun Huang, Guanyao Wu, Di Wang, Zhiying Jiang, Long Ma, Risheng Liu, Xin Fan |
| 2024 | AAAI | Hybrid-Supervised Dual-Search: Leveraging Automatic Learning for Loss-Free Multi-Exposure Image Fusion. | Guanyao Wu, Hongming Fu, Jinyuan Liu, Long Ma, Xin Fan, Risheng Liu |
| 2024 | ICASSP | Segmentation-Driven Infrared and Visible Image Fusion Via Transformer-Enhanced Architecture Searching. | Hongming Fu, Guanyao Wu, Zhu Liu, Tiantian Yan, Jinyuan Liu |
| 2024 | IJCAI | Where Elegance Meets Precision: Towards a Compact, Automatic, and Flexible Framework for Multi-modality Image Fusion and Applications. | Jinyuan Liu, Guanyao Wu, Zhu Liu, Long Ma, Risheng Liu, Xin Fan |
| 2023 | ICCV | Multi-interactive Feature Learning and a Full-time Multi-modality Benchmark for Image Fusion and Segmentation. | Jinyuan Liu, Zhu Liu, Guanyao Wu, Long Ma, Risheng Liu, Wei Zhong, Zhongxuan Luo, Xin Fan |
| 2023 | IJCAI | Bi-level Dynamic Learning for Jointly Multi-modality Image Fusion and Beyond. | Zhu Liu, Jinyuan Liu, Guanyao Wu, Long Ma, Xin Fan, Risheng Liu |
| 2022 | CVPR | Target-aware Dual Adversarial Learning and a Multi-scenario Multi-Modality Benchmark to Fuse Infrared and Visible for Object Detection. | Jinyuan Liu, Xin Fan, Zhanbo Huang, Guanyao Wu, Risheng Liu, Wei Zhong, Zhongxuan Luo |