Model-Heterogeneous Federated Fault Diagnosis with Distilled Data Aggregation and Proxy-Based Tri-Directional Training

Research output: Contribution to journal › Journal article › peer-review

Original language	English
Journal	IEEE Transactions on Industrial Informatics
DOIs	https://doi.org/10.1109/TII.2026.3726678
Publication status	Accepted/In press - 20 Aug 2026

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title = "Model-Heterogeneous Federated Fault Diagnosis with Distilled Data Aggregation and Proxy-Based Tri-Directional Training",

author = "D.Y. Xu and M.W. Jia and T. Chen and Y. Liu and T.Y. Chai and T. Yang and Yiu-ming Cheung",

year = "2026",

month = aug,

day = "20",

doi = "10.1109/TII.2026.3726678",

language = "English",

journal = "IEEE Transactions on Industrial Informatics",

issn = "1551-3203",

publisher = "IEEE Computer Society",

}

TY - JOUR

T1 - Model-Heterogeneous Federated Fault Diagnosis with Distilled Data Aggregation and Proxy-Based Tri-Directional Training

AU - Xu, D.Y.

AU - Jia, M.W.

AU - Chen, T.

AU - Liu, Y.

AU - Chai, T.Y.

AU - Yang, T.

AU - Cheung, Yiu-ming

PY - 2026/8/20

Y1 - 2026/8/20

U2 - 10.1109/TII.2026.3726678

DO - 10.1109/TII.2026.3726678

M3 - Journal article

SN - 1551-3203

JO - IEEE Transactions on Industrial Informatics

JF - IEEE Transactions on Industrial Informatics

ER -