DSGRAE: Deep Sparse Graph Regularized Autoencoder for Anomaly Detection. - Shicheng Li; Xiaoguo Yang; Haoming Zhang; Chaoyu Zheng; Yugen Yi (ML4CS (2), 2022)

Semi-supervised image segmentation using a residual-driven mean teacher and an exponential Dice loss. - Chenyang Mei; Xiaoguo Yang; Mi Zhou; Shaodan Zhang; Hao Chen; Xiaokai Yang; Lei Wang (Artif. Intell. Medicine, 2024)

Adaptive boundary-enhanced Dice loss for image segmentation. - Yanyan Zheng; Bihan Tian; Shuchen Yu; Xiaoguo Yang; Qingxiang Yu; Jie Zhou; Gaoqiang Jiang; Qinxiang Zheng; Jiantao Pu; Lei Wang 163 (Biomed. Signal Process. Control., 2025)

ISL-Net: dual-stream interaction network with task-optimized modules for more accurate, complete iris segmentation and localization. - Lei He; Xiaokai Yang; Jian Zheng; Zhaobang Liu; Xiaoguo Yang (Appl. Intell., 2025)