LR-Inst: A lightweight and robust instance segmentation network for apple detection in complex orchard environments. - Hengrong Guo; Hao Wan; Xilei Zeng; Han Zhang; Zeming Fan (Displays, 2025)

DFF-Mono:A lightweight self-supervised monocular depth estimation method based on dual-branch feature fusion. - Han Zhang; Xiaojun Yu; Hengrong Guo; Liang Shen; Zeming Fan (Displays, 2025)

MT-MVSNet: A lightweight and highly accurate convolutional neural network based on mobile transformer for 3D reconstruction of orchard fruit tree branches. - Xilei Zeng; Hao Wan; Zeming Fan; Xiaojun Yu; Hengrong Guo (Expert Syst. Appl., 2025)

LED-Net: A lightweight and efficient dual-branch convolutional neural network for high-performance fruit tree branches semantic segmentation on mobile devices. - Xilei Zeng; Hengrong Guo; Zeming Fan; Chenyu Zhou; Hao Wan; Xiaojun Yu (Expert Syst. Appl., 2026)