The paper proposes using Balanced Forman Curvature for coreset selection and dynamic exploration-exploitation switching in graph active learning, combined with localized rewiring, to outperform baselines at low label rates.
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Topology-Aware Active Learning on Graphs
The paper proposes using Balanced Forman Curvature for coreset selection and dynamic exploration-exploitation switching in graph active learning, combined with localized rewiring, to outperform baselines at low label rates.