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cs.LG2025

SYNAPSE-G: Bridging Large Language Models and Graph Learning for Rare Event Classification

Sasan Tavakkol, Lin Chen, Max Springer +4

Scarcity of labeled data, especially for rare events, hinders training effective machine learning models. This paper proposes SYNAPSE-G (Synthetic Augmentation for Positive Samplin…