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Hyperbolic geometric graph representation learning: A survey
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DOI：10.1016/j.cosrev.2025.100800.png)
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Abstract
En 中文
• Euclidean space faces dimensionality issues when representing complex graph structures. • Hyperbolic space grows exponentially. • Hyperbolic space captures graph data with hierarchical structures. • Geometric interaction embeds graph data with different structures into different spaces.
Keywords:
hyperbolic space
Euclidean space
graph structures
hierarchical data
geometric interaction