Swin-MFA: A Multi-Modal Fusion Attention Network Based on Swin-Transformer for Low-Light Image Human Segmentation. - Xunpeng Yi; Haonan Zhang; Yibo Wang; Shujiang Guo; Jingyi Wu; Cien Fan (Sensors, 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)

Llieformer: A Low-Light Image Enhancement Transformer Network with a Degraded Restoration Model. - Xunpeng Yi; Yuxuan Wang; Yizhen Zhao; Jia Yan; Weixia Zhang (ICIP, 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)

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)

TeRF: Text-driven and Region-aware Flexible Visible and Infrared Image Fusion. - Hebaixu Wang; Hao Zhang 073; Xunpeng Yi; Xinyu Xiang; Leyuan Fang; 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)

CRetinex: A Progressive Color-Shift Aware Retinex Model for Low-Light Image Enhancement. - Han Xu 001; Hao Zhang 073; Xunpeng Yi; Jiayi Ma 001 (Int. J. Comput. Vis., 2024)

NTIRE 2025 Challenge on Low Light Image Enhancement: Methods and Results. - Xiaoning Liu 003; Zongwei Wu; Florin-Alexandru Vasluianu; Hailong Yan; Bin Ren; Yulun Zhang 001; Shuhang Gu; Le Zhang 001; Ce Zhu; Radu Timofte; Kangbiao Shi; Yixu Feng; et al. (CVPR Workshops, 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)

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)