STDFusionNet: An Infrared and Visible Image Fusion Network Based on Salient Target Detection. - Jiayi Ma 001; Linfeng Tang; Meilong Xu; Hao Zhang 073; Guobao Xiao (IEEE Trans. Instrum. Meas., 2021)

SwinFusion: Cross-domain Long-range Learning for General Image Fusion via Swin Transformer. - Jiayi Ma 001; Linfeng Tang; Fan Fan 001; Jun Huang 008; Xiaoguang Mei; Yong Ma 001 (IEEE CAA J. Autom. Sinica, 2022)

SuperFusion: A Versatile Image Registration and Fusion Network with Semantic Awareness. - Linfeng Tang; Yuxin Deng; Yong Ma 001; Jun Huang 008; Jiayi Ma 001 (IEEE CAA J. Autom. Sinica, 2022)

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; Jiayi Ma 001 (Inf. Fusion, 2022)

PIAFusion: A progressive infrared and visible image fusion network based on illumination aware. - Linfeng Tang; Jiteng Yuan; Hao Zhang 073; Xingyu Jiang; Jiayi Ma 001 (Inf. Fusion, 2022)

Infrared and visible image fusion via parallel scene and texture learning. - Meilong Xu; Linfeng Tang; Hao Zhang 073; Jiayi Ma 001 (Pattern Recognit., 2022)

Review on the Change Trend, Attribution Analysis, Retrieval, Simulation, and Prediction of Lake Surface Water Temperature. - Tingfang Jia; Kun Yang; Zongqi Peng; Linfeng Tang; Haimei Duan; Yi Luo (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2022)

Diff-Retinex: Rethinking Low-light Image Enhancement with A Generative Diffusion Model. - Xunpeng Yi; Han Xu 001; Hao Zhang 073; Linfeng Tang; Jiayi Ma 001 (ICCV, 2023)

DIVFusion: Darkness-free infrared and visible image fusion. - Linfeng Tang; Xinyu Xiang; Hao Zhang 073; Meiqi Gong; Jiayi Ma 001 (Inf. Fusion, 2023)

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 073; Han Xu 001; Jiayi Ma 001 (Inf. Fusion, 2023)

Text-IF: Leveraging Semantic Text Guidance for Degradation-Aware and Interactive Image Fusion. - Xunpeng Yi; Han Xu 001; Hao Zhang 073; Linfeng Tang; Jiayi Ma 001 (CVPR, 2024)

Dispel Darkness for Better Fusion: A Controllable Visual Enhancer Based on Cross-Modal Conditional Adversarial Learning. - Hao Zhang 073; Linfeng Tang; Xinyu Xiang; Xuhui Zuo; Jiayi Ma 001 (CVPR, 2024)

DRMF: Degradation-Robust Multi-Modal Image Fusion via Composable Diffusion Prior. - Linfeng Tang; Yuxin Deng; Xunpeng Yi; Qinglong Yan; Yixuan Yuan; Jiayi Ma 001 (ACM Multimedia, 2024)

Diff-IF: Multi-modality image fusion via diffusion model with fusion knowledge prior. - Xunpeng Yi; Linfeng Tang; Hao Zhang 073; Han Xu 001; Jiayi Ma 001 (Inf. Fusion, 2024)

PTET: A progressive token exchanging transformer for infrared and visible image fusion. - Jun Huang 008; Ziang Chen; Yong Ma 001; Fan Fan 001; Linfeng Tang; Xinyu Xiang (Image Vis. Comput., 2024)

GTMFuse: Group-attention transformer-driven multiscale dense feature-enhanced network for infrared and visible image fusion. - Liye Mei; Xinglong Hu; Zhaoyi Ye; Linfeng Tang; Ying Wang; Di Li; Yan Liu; Xin Hao; Cheng Lei; Chuan Xu; Wei Yang (Knowl. Based Syst., 2024)

CAMF: An Interpretable Infrared and Visible Image Fusion Network Based on Class Activation Mapping. - Linfeng Tang; Ziang Chen; Jun Huang 008; Jiayi Ma 001 (IEEE Trans. Multim., 2024)

DRLIE: Flexible Low-Light Image Enhancement via Disentangled Representations. - Linfeng Tang; Jiayi Ma 001; Hao Zhang 073; Xiaojie Guo 001 (IEEE Trans. Neural Networks Learn. Syst., 2024)

DSPFusion: Image Fusion via Degradation and Semantic Dual-Prior Guidance. - Linfeng Tang; Chunyu Li; Guoqing Wang; Yixuan Yuan; Jiayi Ma 001 (CoRR, 2025)

ControlFusion: A Controllable Image Fusion Framework with Language-Vision Degradation Prompts. - Linfeng Tang; Yeda Wang; Zhanchuan Cai; Junjun Jiang; Jiayi Ma 001 (CoRR, 2025)

VideoFusion: A Spatio-Temporal Collaborative Network for Mutli-modal Video Fusion and Restoration. - Linfeng Tang; Yeda Wang; Meiqi Gong; Zizhuo Li; Yuxin Deng; Xunpeng Yi; Chunyu Li; Han Xu 001; Hao Zhang 073; Jiayi Ma 001 (CoRR, 2025)

CoMatch: Dynamic Covisibility-Aware Transformer for Bilateral Subpixel-Level Semi-Dense Image Matching. - Zizhuo Li; Yifan Lu; Linfeng Tang; Shihua Zhang; Jiayi Ma 001 (CoRR, 2025)

Deep Learning Reforms Image Matching: A Survey and Outlook. - Shihua Zhang; Zizhuo Li; Kaining Zhang; Yifan Lu; Yuxin Deng; Linfeng Tang; Xingyu Jiang; Jiayi Ma 001 (CoRR, 2025)

C2RF: Bridging Multi-modal Image Registration and Fusion via Commonality Mining and Contrastive Learning. - Linfeng Tang; Qinglong Yan; Xinyu Xiang; Leyuan Fang; Jiayi Ma 001 (Int. J. Comput. Vis., 2025)

Diff-Retinex++: Retinex-Driven Reinforced Diffusion Model for Low-Light Image Enhancement. - Xunpeng Yi; Han Xu 001; Hao Zhang 073; Linfeng Tang; Jiayi Ma 001 (IEEE Trans. Pattern Anal. Mach. Intell., 2025)