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Xi-Yuan Gao

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#machine learning Preprint Sep 2026

Topology-Adaptive Hyperbolic Graph Attention Networks Guided by the Hyperbolic Sombor Index

This work proposes HSO-GAT, a topology-adaptive hyperbolic graph attention network that unifies geometric adaptation and message propagation and establishes the monotonic sensitivity of edge-level HSO to degree imbalance and analyzes the validity and radial scaling properties of node-adaptive hyperbolic mappings.

Hai-Fang Cao, Bo-An Tao, Xi-Yuan Gao et al. · 0 citations

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