LCG-YOLO: A Real-Time Surface Defect Detection Method for Metal Components. - Jiangli Yu; Xiangnan Shi; Wenhai Wang; Yunchang Zheng (IEEE Access, 2024)

GBCD-YOLO: A High-Precision and Real-Time Lightweight Model for Wood Defect Detection. - Yunchang Zheng; Mengfan Wang; Bo Zhang; Xiangnan Shi; Qing Chang (IEEE Access, 2024)

IEDNet: Learning a Two-Stage Enhancement-Denoising Network for Low-Light Image Enhancement. - Jianming Zhang 003; Jia Jiang; Yiting Yang; Xiangnan Shi (ICIC (3), 2025)

Illumination-guided dual-branch fusion network for partition-based image exposure correction. - Jian-Ming Zhang 003; Jia Jiang; Mingshuang Wu; Zhijian Feng; Xiangnan Shi (J. Vis. Commun. Image Represent., 2025)

RGB-Net: transformer-based lightweight low-light image enhancement network via RGB channel separation. - Jianming Zhang 003; Zhijian Feng; Jia Jiang; Xiangnan Shi; Jin Zhang 018 (Multim. Syst., 2025)