Roman Empire

Emerging

1papers using it

2025first seen

The 'Roman Empire' dataset is a benchmark used to evaluate node classification performance in heterophilic graphs, where neighboring nodes often belong to different classes, and it specifically assesses the impact of edge directionality on classification outcomes.

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Papers using Roman Empire (1)

Flow Matters: Directional and Expressive GNNs for Heterophilic Graphs2025