| Novel joint transfer network for unsupervised bearing fault diagnosis from simulation domain to experimental domain Y Xiao, H Shao, SY Han, Z Huo, J Wan IEEE/ASME Transactions on Mechatronics 27 (6), 5254-5263, 2022 | 261 | 2022 |
| Dual-threshold attention-guided GAN and limited infrared thermal images for rotating machinery fault diagnosis under speed fluctuation H Shao, W Li, B Cai, J Wan, Y Xiao, S Yan IEEE Transactions on Industrial Informatics 19 (9), 9933-9942, 2023 | 195 | 2023 |
| Collaborative fault diagnosis of rotating machinery via dual adversarial guided unsupervised multi-domain adaptation network X Chen, H Shao, Y Xiao, S Yan, B Cai, B Liu Mechanical Systems and Signal Processing 198, 110427, 2023 | 159 | 2023 |
| Hybrid robust convolutional autoencoder for unsupervised anomaly detection of machine tools under noises S Yan, H Shao, Y Xiao, B Liu, J Wan Robotics and Computer-Integrated Manufacturing 79, 102441, 2023 | 157 | 2023 |
| Bayesian variational transformer: A generalizable model for rotating machinery fault diagnosis Y Xiao, H Shao, J Wang, S Yan, B Liu Mechanical Systems and Signal Processing 207, 110936, 2024 | 129 | 2024 |
| Towards trustworthy rotating machinery fault diagnosis via attention uncertainty in transformer Y Xiao, H Shao, M Feng, T Han, J Wan, B Liu Journal of Manufacturing Systems 70, 186-201, 2023 | 123 | 2023 |
| BCE-FL: A secure and privacy-preserving federated learning system for device fault diagnosis under non-IID condition in IIoT Y Xiao, H Shao, J Lin, Z Huo, B Liu IEEE Internet of Things Journal 11 (8), 14241-14252, 2023 | 54 | 2023 |
| Cross-domain fault diagnosis of bearing using improved semi-supervised meta-learning towards interference of out-of-distribution samples J Lin, H Shao, Z Min, J Luo, Y Xiao, S Yan, J Zhou Knowledge-Based Systems 252, 109493, 2022 | 52 | 2022 |
| Semi-supervised fault diagnosis of machinery using LPS-DGAT under speed fluctuation and extremely low labeled rates S Yan, H Shao, Y Xiao, J Zhou, Y Xu, J Wan Advanced Engineering Informatics 53, 101648, 2022 | 46 | 2022 |
| Multiscale dilated convolutional subdomain adaptation network with attention for unsupervised fault diagnosis of rotating machinery cross operating conditions Y Xiao, H Shao, Z Min, H Cao, X Chen, JJ Lin Measurement 204, 112146, 2022 | 36 | 2022 |
| Industrial surface defect detection and localization using multi-scale information focusing and enhancement GANomaly J Peng, H Shao, Y Xiao, B Cai, B Liu Expert Systems with Applications 238, 122361, 2024 | 25 | 2024 |
| Semi-supervised bearing fault diagnosis using improved graph attention network under time-varying speeds H SHAO, S YAN, Y XIAO, Y LIU 电子与信息学报 45 (5), 1550-1558, 2023 | 6 | 2023 |
| Multiscale information enhanced spatial-temporal graph convolutional network for multivariate traffic flow forecasting via magnifying perceptual scope X Zheng, H Shao, S Yan, Y Xiao, B Liu Engineering Applications of Artificial Intelligence 136, 109010, 2024 | 5 | 2024 |
| Domain generalization for rotating machinery fault diagnosis: A survey Y Xiao, H Shao, S Yan, J Wang, Y Peng, B Liu Advanced Engineering Informatics 64, 103063, 2025 | 2 | 2025 |
| SFDA-T: A novel source-free domain adaptation method with strong generalization ability for fault diagnosis J Wang, H Shao, Y Xiao, B Liu Advanced Engineering Informatics 62, 102903, 2024 | 2 | 2024 |
| 基于不确定性感知网络的可信机械故障诊断 邵海东， 肖一鸣， 邓乾旺， 任颖莹， 韩特 机械工程学报 60 (12), 194-206, 2024 | 2 | 2024 |
| Domain-augmented meta ensemble learning for mechanical fault diagnosis from heterogeneous source domains to unseen target domains Y Xiao, H Shao, J Wang, B Cai, B Liu Expert Systems with Applications 259, 125345, 2025 | 1 | 2025 |
| A systematic review on interpretability research of intelligent fault diagnosis models Y Peng, H Shao, S Yan, J Wang, Y Xiao, B Liu Measurement Science and Technology, 2024 | | 2024 |
| Utilizing Bayesian generalization network for reliable fault diagnosis of machinery with limited data M Feng, H Shao, M Shao, Y Xiao, J Wang, B Liu Knowledge-Based Systems 305, 112628, 2024 | | 2024 |