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

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

23 December 2024
Fabrizio Frasca
Fabian Jogl
Moshe Eliasof
Matan Ostrovsky
Carola-Bibiane Schönlieb
Thomas Gärtner
Haggai Maron
    AI4CE
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Papers citing "Towards Foundation Models on Graphs: An Analysis on Cross-Dataset Transfer of Pretrained GNNs"

2 / 2 papers shown
Title
Position: Graph Learning Will Lose Relevance Due To Poor Benchmarks
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
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
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