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Ming-Yu Xu

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#graph neural networks Open access Sep 2026

A semi-supervised graph learning approach based on dual-stream gated fusion for industry equipment fault diagnosis under extreme label scarcity

This paper proposes the dual-stream gated fusion network coupled with a label propagation system (DSGF-LPS), a semi-supervised graph learning framework integrating robust graph construction, label propagation, and dual-stream gated fusion.

Cun-Song Wang, Chang-Min Yan, Ming-Yu Xu et al. · 0 citations

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