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2026 1

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Structure-Centric Graph Foundation Model via Geometric Bases

cs.LG · 2026-05-09 · unverdicted · novelty 5.0

SCGFM creates transferable graph representations by aligning heterogeneous topologies to shared learnable geometric bases via Gromov-Wasserstein distances and re-encoding features accordingly.

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  • Structure-Centric Graph Foundation Model via Geometric Bases cs.LG · 2026-05-09 · unverdicted · none · ref 37

    SCGFM creates transferable graph representations by aligning heterogeneous topologies to shared learnable geometric bases via Gromov-Wasserstein distances and re-encoding features accordingly.