Rotating machinery fault diagnosis based on one-dimensional convolutional neural network and modified multi-scale graph convolutional network under limited labeled data. - Xiangqu Xiao; Chaoshun Li; Jie Huang; Tian Yu (Eng. Appl. Artif. Intell., 2024)

Joint extraction-based multivariate chirp mode decomposition and its application to fault diagnosis of rotating machinery under variable speed conditions. - Jie Huang; Chaoshun Li; Xiangqu Xiao; Tian Yu (J. Frankl. Inst., 2024)

ReF-DDPM: A novel DDPM-based data augmentation method for imbalanced rolling bearing fault diagnosis. - Tian Yu; Chaoshun Li; Jie Huang; Xiangqu Xiao; Xiaoyuan Zhang; Yuhong Li; Bitao Fu (Reliab. Eng. Syst. Saf., 2024)

Rotating machinery fault diagnosis method based on multi-level fusion framework of multi-sensor information. - Xiangqu Xiao; Chaoshun Li; Hongxiang He; Jie Huang; Tian Yu (Inf. Fusion, 2025)