@inproceedings{Tang2026VideoFusion,
  title={VideoFusion: A Spatio-Temporal Collaborative Network for Multi-modal Video Fusion},
  author={Tang, Linfeng and Wang, Yeda and Gong, Meiqi and Li, Zizhuo and Deng, Yuxin and Yi, Xunpeng and Li, Chunyu and Xu, Han and Zhang, Hao and Ma, Jiayi},
  booktitle={Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition},
  year={2026}
}

@article{Tang2025DSPFusion,
  title={DSPFusion: Image Fusion via Degradation and Semantic Dual-Prior Guidance},
  author={Tang, Linfeng and Li, Chunyu and Wang, Guoqing and Yuan, Yixuan and Ma, Jiayi},
  journal={arXiv preprint arXiv:2503.23355},
  year={2025}
}

@article{Tang2026Mask-DiFuser,
  author={Tang, Linfeng and Li, Chunyu and Ma, Jiayi},
  journal={IEEE Transactions on Pattern Analysis and Machine Intelligence}, 
  title={Mask-DiFuser: A Masked Diffusion Model for Unified Unsupervised Image Fusion}, 
  year={2026},
  volume={48},
  number={1},
  pages={591--608},
}

@inproceedings{Tang2025ControlFusion,
  title={ControlFusion: A Controllable Image Fusion Framework with Language-Vision Degradation Prompts},
  author={Tang, Linfeng and Wang, Yeda and Cai, Zhanchuan and Jiang, Junjun and Ma, Jiayi},
  booktitle={Advances in Neural Information Processing Systems},
  year={2025}
}

@article{Tang2024C2RF,
  title={C2RF: Bridging Multi-modal Image Registration and Fusion via Commonality Mining and Contrastive Learning}, 
  author={Tang, Linfeng and Yan, Qinglong and Xiang, Xinyu and Fang, Leyuan and Ma, Jiayi},
  journal={International Journal of Computer Vision}, 
  pages={5262--5280},
  volume={133},
  year={2025},
}

@inproceedings{Tang2024DRMF,
  title={DRMF: Degradation-Robust Multi-Modal Image Fusion via Composable Diffusion Prior},
  author={Tang, Linfeng and Deng, Yuxin and Yi, Xunpeng and Yan, Qinglong and Yuan, Yixuan and Ma, Jiayi},
  booktitle={Proceedings of the ACM International Conference on Multimedia},
  pages={8546--8555},
  year={2024}
}

@article{Tang2024CAMF,
  title={CAMF: An Interpretable Infrared and Visible Image Fusion Network Based on Class Activation Mapping}, 
  author={Tang, Linfeng and Chen, Ziang and Huang, Jun and Ma, Jiayi},
  journal={IEEE Transactions on Multimedia}, 
  year={2024},
  volume={26},
  pages={4776-4791},
  publisher={IEEE}
}

@article{Ma2022SwinFusion,
  title={SwinFusion: Cross-domain long-range learning for general image fusion via swin transformer},
  author={Ma, Jiayi and Tang, Linfeng and Fan, Fan and Huang, Jun and Mei, Xiaoguang and Ma, Yong},
  journal={IEEE/CAA Journal of Automatica Sinica},
  volume={9},
  number={7},
  pages={1200--1217},
  year={2022},
  publisher={IEEE}
}

@article{Tang2022SeAFusion,
  title={Image fusion in the loop of high-level vision tasks: A semantic-aware real-time infrared and visible image fusion network},
  author={Tang, Linfeng and Yuan, Jiteng and Ma, Jiayi},
  journal={Information Fusion},
  volume={82},
  pages={28--42},
  year={2022},
  publisher={Elsevier}
}

@article{Tang2022SuperFusion,
  title={SuperFusion: A versatile image registration and fusion network with semantic awareness},
  author={Tang, Linfeng and Deng, Yuxin and Ma, Yong and Huang, Jun and Ma, Jiayi},
  journal={IEEE/CAA Journal of Automatica Sinica},
  volume={9},
  number={12},
  pages={2121--2137},
  year={2022},
  publisher={IEEE}
}

@article{Tang2023DIVFusion,
  title={DIVFusion: Darkness-free infrared and visible image fusion},
  author={Tang, Linfeng and Xiang, Xinyu and Zhang, Hao and Gong, Meiqi and Ma, Jiayi},
  journal={Infusion Fusion},
  volume={91},
  pages={477--493},
  year={2023},
  publisher={Elsevier}
}

@article{Tang2023PSFusion,
  title={Rethinking the necessity of image fusion in high-level vision tasks: A practical infrared and visible image fusion network based on progressive semantic injection and scene fidelity},
  author={Tang, Linfeng and Zhang, Hao and Xu, Han and Ma, Jiayi},
  journal={Information Fusion},
  volume={99},
  pages={101870},
  year={2023},
  publisher={Elsevier}
}

@article{Tang2022PIAFusion,
  title={PIAFusion: A progressive infrared and visible image fusion network based on illumination aware},
  author={Tang, Linfeng and Yuan, Jiteng and Zhang, Hao and Jiang, Xingyu and Ma, Jiayi},
  journal={Infusion Fusion},
  volume={83},
  pages={79--92},
  year={2022},
  publisher={Elsevier}
}

@article{Ma2021STDFusionNet,
  title = {STDFusionNet: An infrared and visible image fusion network based on salient target detection},
  author = {Ma, Jiayi and Tang, Linfeng and Xu, Meilong and Zhang, Hao and Xiao, Guobao},
  journal = {IEEE Transactions on Instrumentation and Measurement},
  volume = {70},
  pages = {5009513},
  year = {2021},
  publisher = {IEEE}
}