Yiming Zhang

12 papers C 1Journal 11
YearRankTypeTitle / Venue / Authors
2025 J jnl
A Multi-Rank Federated Distillation Framework for Data-Imbalance Fault Diagnosis of Multi-Railway High-Speed Train Bogies.
IEEE Trans. Intell. Transp. Syst.
Jiahao Du, Na Qin, Deqing Huang, Xinming Jia, Yiming Zhang
2025 J jnl
Heterogeneous Federated Large-Scale Model Architecture With Privacy Protection for Cross-Corporation Non-i.i.d. Fault Diagnosis.
IEEE Trans. Instrum. Meas.
Xinming Jia, Na Qin, Deqing Huang, Quanbo Ge, Yiming Zhang
2024 J jnl
An Efficient Federated Learning Framework for Machinery Fault Diagnosis With Improved Model Aggregation and Local Model Training.
IEEE Trans. Neural Networks Learn. Syst.
Jiahao Du, Na Qin, Deqing Huang, Yiming Zhang, Xinming Jia
2024 J jnl
Generalized Zero-Shot Approach Leveraging Attribute Space for High-Speed Train Bogie.
IEEE Trans. Instrum. Meas.
Yiming Zhang, Na Qin, Deqing Huang, Aisen Yang, Xinming Jia, Jiahao Du
2024 J jnl
GraphFL: Graph Federated Learning for Fault Localization of Multirailway High-Speed Train Suspension Systems.
IEEE Trans. Instrum. Meas.
Xinming Jia, Na Qin, Deqing Huang, Jiahao Du, Yiming Zhang
2024 J jnl
Lightweight FL: A Low-Cost Federated Learning Framework for Mechanical Fault Diagnosis With Training Optimization and Model Pruning.
IEEE Trans. Instrum. Meas.
Jiahao Du, Na Qin, Deqing Huang, Xinming Jia, Yiming Zhang
2023 C conf
DenseNet Extension under the Generalized Zero-shot Learning Framework: A Novel strategy for Bogie Fault Diagnosis of High-speed Train.
SAFEPROCESS
Yiming Zhang, Yuanjiang Hu, Yirui Yin, Yiting You, Na Qin, Deqing Huang
2023 J jnl
Fault Diagnosis of Multi-Railway High-Speed Train Bogies by Improved Federated Learning.
IEEE Trans. Veh. Technol.
Na Qin, Jiahao Du, Yiming Zhang, Deqing Huang, Bi Wu
2022 J jnl
A clustered blueprint separable convolutional neural network with high precision for high-speed train bogie fault diagnosis.
Neurocomputing
Xinming Jia, Na Qin, Deqing Huang, Yiming Zhang, Jiahao Du
2022 J jnl
High-Accuracy and Adaptive Fault Diagnosis of High-Speed Train Bogie Using Dense-Squeeze Network.
IEEE Trans. Veh. Technol.
Yiming Zhang, Na Qin, Deqing Huang, Bi Wu, Ziyi Liu
2022 J jnl
Precise Diagnosis of Unknown Fault of High-Speed Train Bogie Using Novel FBM-Net.
IEEE Trans. Instrum. Meas.
Yiming Zhang, Na Qin, Deqing Huang, Jiahao Du
2022 J jnl
Stepwise Adaptive Convolutional Network for Fault Diagnosis of High-Speed Train Bogie Under Variant Running Speeds.
IEEE Trans. Ind. Informatics
Na Qin, Bi Wu, Deqing Huang, Yiming Zhang