Deep Convolutional Sparse Coding Networks for Interpretable Image Fusion. - Zixiang Zhao; Jiang-She Zhang 001; Haowen Bai; Yicheng Wang; Yukun Cui; Lilun Deng; Kai Sun 007; Chunxia Zhang 002; Junmin Liu; Shuang Xu (CVPR Workshops, 2023)

Image Fusion via Vision-Language Model. - Zixiang Zhao; Lilun Deng; Haowen Bai; Yukun Cui; Zhipeng Zhang; Yulun Zhang 001; Haotong Qin; Dongdong Chen; Jiangshe Zhang 001; Peng Wang; Luc Van Gool (ICML, 2024)

Task-driven Image Fusion with Learnable Fusion Loss. - Haowen Bai; Jiangshe Zhang 001; Zixiang Zhao; Yichen Wu; Lilun Deng; Yukun Cui; Tao Feng; Shuang Xu (CVPR, 2025)

Retinex-MEF: Retinex-based Glare Effects Aware Unsupervised Multi-Exposure Image Fusion. - Haowen Bai; Jiangshe Zhang 001; Zixiang Zhao; Lilun Deng; Yukun Cui; Shuang Xu (CoRR, 2025)

Deep Unfolding Multi-Modal Image Fusion Network via Attribution Analysis. - Haowen Bai; Zixiang Zhao; Jiangshe Zhang 001; Baisong Jiang; Lilun Deng; Yukun Cui; Shuang Xu; Chunxia Zhang 002 (IEEE Trans. Circuits Syst. Video Technol., 2025)

A Unified Solution to Video Fusion: From Multi-Frame Learning to Benchmarking. - Zixiang Zhao; Haowen Bai; Bingxin Ke; Yukun Cui; Lilun Deng; Yulun Zhang 001; Kai Zhang 008; Konrad Schindler (CoRR, 2025)

ReFusion: Learning Image Fusion from Reconstruction with Learnable Loss Via Meta-Learning. - Haowen Bai; Zixiang Zhao; Jiangshe Zhang 001; Yichen Wu; Lilun Deng; Yukun Cui; Baisong Jiang; Shuang Xu (Int. J. Comput. Vis., 2025)