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Author

Hai-Yan Wang

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Open access Sep 2026

Patient-Visit-Spanned Hypergraph Learning for EHR-based Diagnosis Prediction

This work proposes a Patient-Visit-Spanned HyperGraph Learning (PVHGL) framework specifically designed for diagnosis prediction that significantly outperforms state-of-the-art baselines in diagnosis prediction.

Ye Yuan, Hai-Yan Wang, Lun Hu et al. · 0 citations
#graph neural networks Sep 2026

An Edge-Deployable Lightweight Dynamic Spatio-Temporal Graph Neural Network for Joint Distribution-Network Line-Loss Prediction and Operating-State Recognition

A lightweight dynamic spatio-temporal graph neural network, EdgeLite-DSTGNN, is proposed to address the intensified spatio-temporal coupling of line-loss rates, complex state correlations, and limited edge-terminal resources in distribution networks with high renewable-energy penetration. The method treats branches as...

Hai-Yan Wang, Ye Yuan, Xin-Ping Yuan et al. · 0 citations

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