This list is kept in reverse chronological order. Citation counts shown in the highlighted notes were refreshed from my personal Google Scholar profile on April 20, 2026, while the live profile total remains available on Google Scholar .
2026 CVPR VideoFusion: A Spatio-Temporal Collaborative Network for Multi-modal Video Fusion and Restoration
Linfeng Tang , Yeda Wang, Meiqi Gong, and 7 more authors
In Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) , 2026
IEEE TPAMI Mask-DiFuser: A Masked Diffusion Model for Unified Unsupervised Image Fusion
Linfeng Tang , Chunyu Li, and Jiayi Ma
IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI) , 2026
2025 ArXiv DSPFusion: Image Fusion via Degradation and Semantic Dual-Prior Guidance
Linfeng Tang , Chunyu Li, Guoqing Wang, and 2 more authors
arXiv preprint arXiv:2503.23355 , 2025
NeurIPS ControlFusion: A Controllable Image Fusion Framework with Language-Vision Degradation Prompts
Linfeng Tang , Yeda Wang, Zhanchuan Cai, and 2 more authors
In Advances in Neural Information Processing Systems (NeurIPS) , 2025
Oral Presentation
IJCV C2RF: Bridging Multi-modal Image Registration and Fusion via Commonality Mining and Contrastive Learning
Linfeng Tang , Qinglong Yan, Xinyu Xiang, and 2 more authors
International Journal of Computer Vision (IJCV) , 2025
2024 ACM MM DRMF: Degradation-Robust Multi-Modal Image Fusion via Composable Diffusion Prior
Linfeng Tang , Yuxin Deng, Xunpeng Yi, and 3 more authors
In Proceedings of the ACM International Conference on Multimedia (ACM MM) , 2024
IEEE TNNLS DRLIE: Flexible Low-light Image Enhancement via Disentangled Representations
Linfeng Tang , Jiayi Ma, Hao Zhang, and 1 more author
IEEE Transactions on Neural Networks and Learning Systems , 2024
IEEE TMM CAMF: An Interpretable Infrared and Visible Image Fusion Network Based on Class Activation Mapping
Linfeng Tang , Ziang Chen, Jun Huang, and 1 more author
IEEE Transactions on Multimedia , 2024
基于深度学习的图像融合方法综述
唐霖峰, 张浩, 徐涵, and 1 more author
中国图象图形学报 , 2024
Google Scholar cited by 30 (Apr. 20, 2026), 空天信息科技期刊高影响力论文, 中国图象图形学报 2020-2024 优秀论文, 中国图象图形学报 2024 年度优秀论文, 中国图象图形学报优秀成果报告
空天信息科技期刊高影响力论文, 中国图象图形学报 2020-2024 优秀论文, 中国图象图形学报 2024 年度优秀论文
2023 Inf. Fusion DIVFusion: Darkness-free infrared and visible image fusion
Linfeng Tang , Xinyu Xiang, Hao Zhang, and 2 more authors
Information Fusion , 2023
Google Scholar cited by 485 (Apr. 20, 2026), ESI Hot Paper, ESI High Cited Paper
Inf. Fusion 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
Linfeng Tang , Hao Zhang, Han Xu, and 1 more author
Information Fusion , 2023
Google Scholar cited by 351 (Apr. 20, 2026), ESI Hot Paper, ESI High Cited Paper
2022 Inf. Fusion Image fusion in the loop of high-level vision tasks: A semantic-aware real-time infrared and visible image fusion network
Linfeng Tang , Jiteng Yuan, and Jiayi Ma
Information Fusion , 2022
Information Fusion Best Paper Award 2024, Google Scholar cited by 1064 (Apr. 20, 2026), ESI Hot Paper, ESI Highly Cited Paper
Information Fusion Best Paper Award 2024
IEEE/CAA JAS SwinFusion: Cross-domain Long-range Learning for General Image Fusion via Swin Transformer
Jiayi Ma, Linfeng Tang , Fan Fan, and 3 more authors
IEEE/CAA Journal of Automatica Sinica , 2022
IEEE/CAA JAS 2023 Best Paper Award, sole annual winner, Google Scholar cited by 1404 (Apr. 20, 2026), ESI Hot Paper, ESI Highly Cited Paper
IEEE/CAA JAS 2023 Best Paper Award, sole annual winner
Inf. Fusion PIAFusion: A progressive infrared and visible image fusion network based on illumination aware
Linfeng Tang , Jiteng Yuan, Hao Zhang, and 2 more authors
Information Fusion , 2022
Google Scholar cited by 1100 (Apr. 20, 2026), ESI Hot Paper, ESI High Cited Paper
IEEE/CAA JAS SuperFusion: A Versatile Image Registration and Fusion Network with Semantic Awareness
Linfeng Tang , Yuxin Deng, Yong Ma, and 2 more authors
IEEE/CAA Journal of Automatica Sinica , 2022
Google Scholar cited by 451 (Apr. 20, 2026), ESI Hot Paper, ESI High Cited Paper
PR Infrared and visible image fusion via parallel scene and texture learning
Meilong Xu, Linfeng Tang , Hao Zhang, and 1 more author
Pattern Recognition , 2022
2021 IEEE TIM STDFusionNet: An Infrared and Visible Image Fusion Network Based on Salient Target Detection
Jiayi Ma, Linfeng Tang , Meilong Xu, and 2 more authors
IEEE Transactions on Instrumentation and Measurement , 2021
Google Scholar cited by 633 (Apr. 20, 2026), ESI Highly Cited Paper
DSPFusion: Image Fusion via Degradation and Semantic Dual-Prior GuidancearXiv preprint arXiv:2503.23355, 2025
