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Jia Hu

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#federated learning Book Open access Nov 2026

From Prediction to Decision: Dynamic Maintenance Scheduling in Industrial Edge Computing via Federated DRL

In industrial edge computing, numerous devices must operate continuously to support time-critical services. Their degradation can lead to localized failures and reduce overall system uptime, making proactive maintenance necessary. Existing data-driven maintenance methods typically predict device health or remaining use...

Jia-Lin Tian, Harry Min, Jia Hu · 0 citations
#generative ai Oct 2026

RoVi: Robust Vital Sign Reconstruction With Generative AI Under Irregular Body Motions

Wireless vital sign sensing extracts respiratory features from signal phase variations induced by chest movements. However, motions of other body parts produce superimposed signals, resulting in indistinguishable anomalous segments that obscure respiratory extraction. Existing approaches primarily rely on regular motio...

Ying-Ying Zhao, Tie Qiu, Ning Chen et al. · 0 citations

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