Xiang Li

Federated learning for machinery fault diagnosis with dynamic validation and self-supervision

Wei Zhang, Hui Ma, Xiang Li, 2021, Knowl. Based Syst..

Intelligent fault diagnosis methodology under varying operating conditions using multi-layer domain adversarial learning strategy

Xiang Li, Nanxi Xu, Xiang Li, 2021, International Journal of Dynamics and Control.

Transfer learning using deep representation regularization in remaining useful life prediction across operating conditions

Hui Ma, Wei Zhang, Xiang Li, 2021, Reliab. Eng. Syst. Saf..

Data privacy preserving federated transfer learning in machinery fault diagnostics using prior distributions

Wei Zhang, Xiang Li, Wei Zhang, 2021, Structural Health Monitoring.

Open-Set Domain Adaptation in Machinery Fault Diagnostics Using Instance-Level Weighted Adversarial Learning

Hui Ma, Wei Zhang, Xu Li, 2021, IEEE Transactions on Industrial Informatics.

Universal Domain Adaptation in Fault Diagnostics With Hybrid Weighted Deep Adversarial Learning

Hui Ma, Wei Zhang, Xu Li, 2021, IEEE Transactions on Industrial Informatics.

Federated Transfer Learning for Intelligent Fault Diagnostics Using Deep Adversarial Networks With Data Privacy

Wei Zhang, Xiang Li, Wei Zhang, 2021, IEEE/ASME Transactions on Mechatronics.