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Googleblog
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Graph foundation models for relational data
- Relational databases are crucial for enterprise data formats and various prediction services.
- Google explores graph foundation models tailored for relational data and graph neural networks.
- Challenges include generalization to novel graphs and creating generalizable ML models for tasks.
- Results show significant performance gains with the graph foundation model approach.
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