AutoEncoder Network-based Pipeline for Abnormal Enterprise Data Mining. - Jiayi Chen; Zhiguang Hu; Mei Bai (ICCBD, 2021)

MANTA: A Large-Scale Multi-View and Visual-Text Anomaly Detection Dataset for Tiny Objects. - Lei Fan 007; Dongdong Fan; Zhiguang Hu; Yiwen Ding; Donglin Di; Kai Yi; Maurice Pagnucco; Yang Song 001 (CVPR, 2025)

ToCoAD: Two-Stage Contrastive Learning for Industrial Anomaly Detection. - Yun Liang 003; Zhiguang Hu; Junjie Huang; Donglin Di; Anyang Su; Lei Fan 007 (IEEE Trans. Instrum. Meas., 2025)