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D. Ma

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Open access Jul 2026

Hierarchical neighbor integration graph attention network for autism spectrum disorder diagnosis

The Hierarchical Neighbor Integration Graph Attention Network (HiNIGAT), a general graph learning framework that explicitly models multi-order interactions in FBNs, introduces a multi-order attention mechanism that constrains each attention head to specialize in a distinct neighborhood order, enabling the model to capt...

D. Ma, Liling Peng, Li Zhang et al. · 0 citations

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