Towards Foundation Models on Graphs: An Analysis on Cross-Dataset Transfer of Pretrained GNNs

23 December 2024

Papers citing "Towards Foundation Models on Graphs: An Analysis on Cross-Dataset Transfer of Pretrained GNNs"

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Title
Position: Graph Learning Will Lose Relevance Due To Poor Benchmarks Maya Bechler-Speicher Ben Finkelshtein Fabrizio Frasca Luis Muller Jan Tonshoff ... Michael M. Bronstein Mathias Niepert Bryan Perozzi Mikhail Galkin Christopher Morris OOD 97 2 0 21 Feb 2025
Towards Graph Foundation Models: A Study on the Generalization of Positional and Structural Encodings Billy Joe Franks Moshe Eliasof Semih Cantürk Guy Wolf Carola-Bibiane Schönlieb Sophie Fellenz Marius Kloft AI4CE 80 0 0 10 Dec 2024