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Learning Graph Foundation Models on Riemannian Graph-of-Graphs

cs.LG · 2026-05-11 · unverdicted · novelty 6.0

R-GFM constructs multi-scale Riemannian graph-of-graphs to learn geometry-adaptive representations, reducing structural domain generalization error and delivering up to 49% relative gains on downstream graph tasks.

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  • Learning Graph Foundation Models on Riemannian Graph-of-Graphs cs.LG · 2026-05-11 · unverdicted · none · ref 34

    R-GFM constructs multi-scale Riemannian graph-of-graphs to learn geometry-adaptive representations, reducing structural domain generalization error and delivering up to 49% relative gains on downstream graph tasks.