Small samples data augmentation and improved MobileNet for surface defects classification of hot-rolled steel strips. - Liyuan Lin; Ying Wang; Shuxian Zhao; Jinlong Liu; Shun Zhang; Gaoyan Zhang (J. Electronic Imaging, 2022)

5G-oriented Virtual Augmented Reality Scene Construction and Business Information Flow Demonstration. - Aihui Jin; Shuxian Zhao (Mob. Networks Appl., 2022)

Purposive Data Augmentation Strategy and Lightweight Classification Model for Small Sample Industrial Defect Dataset. - Liyuan Lin; Shuxian Zhao; Yiran Zhang; Aolin Wen; Shun Zhang; Jingpeng Yan; Ying Wang 087; Yuan Zhou 006 (IEEE Trans. Ind. Informatics, 2024)

TMGAN: two-stage multi-domain generative adversarial network for landscape image translation. - Liyuan Lin; Shun Zhang; Shulin Ji; Shuxian Zhao; Aolin Wen; Jingpeng Yan; Yuan Zhou; Weibin Zhou (Vis. Comput., 2024)

A Survey on Small Sample Imbalance Problem: Metrics, Feature Analysis, and Solutions. - Shuxian Zhao; Jie Gui; Minjing Dong; Baosheng Yu; Zhipeng Gui; Lu Dong; Yuan Yan Tang; James Tin-Yau Kwok (CoRR, 2025)