Extended attention signal transformer with adaptive class imbalance loss for Long-tailed intelligent fault diagnosis of rotating machinery. - Shuyuan Chang; Liyong Wang; Mingkuan Shi; Jinle Zhang; Li Yang; Lingli Cui (Adv. Eng. Informatics, 2024)

Granularity knowledge-sharing supervised contrastive learning framework for long-tailed fault diagnosis of rotating machinery. - Shuyuan Chang; Liyong Wang; Mingkuan Shi; Jinle Zhang; Li Yang (Knowl. Based Syst., 2024)

Lightweight edge fault diagnosis model for planetary transmission mechanism using enhanced signal feature processing. - Ran Gong; Wei Jiang; Jinxiao Li; Jinle Zhang; Jiamin He (Signal Image Video Process., 2025)