Cut-Stitch: A Simple and Effective Data Augmentation Method for Industrial Inspection. - Haigen Hu; Jingshan Hong; Kangkang Song; Jinwei Zhu; Weilun Ren (ECML/PKDD (4), 2024)

DD-Aug: A Knowledge-to-Image Synthetic Data Augmentation Pipeline for Industrial Defect Detection. - Weilun Ren; Kangkang Song; Chin-Yin Chen; Yu Chen 082; Jingshan Hong; Mingrui Fan; Xiong Ouyang; Ying Zhu; Jiangjian Xiao (IEEE Trans. Ind. Informatics, 2025)

Diffusion-augmented nematode dataset improves few-shot classification of nematodes. - Ying Zhu; Pengjun Wang; Jiayan Zhuang; Jiangjian Xiao; Jianfeng Gu; Weilun Ren; Xiong Ouyang (Appl. Intell., 2025)