AutoGrable selects table columns for graph construction using a training-free label-alignment score, and matches or beats task-aware constructors on real benchmarks.
Position: Relational deep learning - graph representation learning on relational databases
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AutoGrable: What Is a Good Graph for a Table?
AutoGrable selects table columns for graph construction using a training-free label-alignment score, and matches or beats task-aware constructors on real benchmarks.