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Chengda Xu

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Open access Aug 2026

SimGAT: structure-aware graph attention network with multi-scale structural embedding

SimGAT, a structure-aware graph attention model built on SimRank-derived structural embeddings, is proposed, which computes structural similarity in the SimRank2Vec embedding space and injects it as a topological prior into the graph attention mechanism, enabling neighborhood aggregation to be jointly guided by node at...

Chengda Xu, Yinglong Zhang · 0 citations

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