A clustered blueprint separable convolutional neural network with high precision for high-speed train bogie fault diagnosis. - Xinming Jia; Na Qin; Deqing Huang; Yiming Zhang 021; Jiahao Du (Neurocomputing, 2022)

Stepwise Adaptive Convolutional Network for Fault Diagnosis of High-Speed Train Bogie Under Variant Running Speeds. - Na Qin; Bi Wu; Deqing Huang; Yiming Zhang 021 (IEEE Trans. Ind. Informatics, 2022)

Precise Diagnosis of Unknown Fault of High-Speed Train Bogie Using Novel FBM-Net. - Yiming Zhang 021; Na Qin; Deqing Huang; Jiahao Du (IEEE Trans. Instrum. Meas., 2022)

High-Accuracy and Adaptive Fault Diagnosis of High-Speed Train Bogie Using Dense-Squeeze Network. - Yiming Zhang 021; Na Qin; Deqing Huang; Bi Wu; Ziyi Liu 003 (IEEE Trans. Veh. Technol., 2022)

DenseNet Extension under the Generalized Zero-shot Learning Framework: A Novel strategy for Bogie Fault Diagnosis of High-speed Train. - Yiming Zhang 021; Yuanjiang Hu; Yirui Yin; Yiting You; Na Qin; Deqing Huang (SAFEPROCESS, 2023)

Fault Diagnosis of Multi-Railway High-Speed Train Bogies by Improved Federated Learning. - Na Qin; Jiahao Du; Yiming Zhang 021; Deqing Huang; Bi Wu (IEEE Trans. Veh. Technol., 2023)

Lightweight FL: A Low-Cost Federated Learning Framework for Mechanical Fault Diagnosis With Training Optimization and Model Pruning. - Jiahao Du; Na Qin; Deqing Huang; Xinming Jia; Yiming Zhang 021 (IEEE Trans. Instrum. Meas., 2024)

GraphFL: Graph Federated Learning for Fault Localization of Multirailway High-Speed Train Suspension Systems. - Xinming Jia; Na Qin; Deqing Huang; Jiahao Du; Yiming Zhang 021 (IEEE Trans. Instrum. Meas., 2024)

Generalized Zero-Shot Approach Leveraging Attribute Space for High-Speed Train Bogie. - Yiming Zhang 021; Na Qin; Deqing Huang; Aisen Yang; Xinming Jia; Jiahao Du (IEEE Trans. Instrum. Meas., 2024)

An Efficient Federated Learning Framework for Machinery Fault Diagnosis With Improved Model Aggregation and Local Model Training. - Jiahao Du; Na Qin; Deqing Huang; Yiming Zhang 021; Xinming Jia (IEEE Trans. Neural Networks Learn. Syst., 2024)

A Multi-Rank Federated Distillation Framework for Data-Imbalance Fault Diagnosis of Multi-Railway High-Speed Train Bogies. - Jiahao Du; Na Qin; Deqing Huang; Xinming Jia; Yiming Zhang 021 (IEEE Trans. Intell. Transp. Syst., 2025)