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Semantic utility-driven client selection for task-oriented split federated learning

Published Online: 2025-12-30

Published Print: 2026-02

Authors

Liu, Zepei

Jin, Zhigang https://orcid.org/0000-0001-5777-569X
Ding, Yu

Chen, Xuyang

Wu, Xiaodong
Funding

Funding for this research was provided by:

National Natural Science Foundation of China (52471364)

National Natural Science Foundation of China (52171337)
License Information

Text and Data Mining valid from 2025-12-30

Version of Record valid from 2026-01-20
More Information

Article History

Received: 9 July 2025

Accepted: 10 December 2025

First Online: 30 December 2025

Declarations

:

: On behalf of all authors, the corresponding author states that there is no conflict of interest.

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