Author

Cecelia Soh

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#machine learning Preprint Oct 2026

FRACTION: Fraud Explanation Generation via Agentic Graph Context Navigation

Graph fraud explanation generation emerges as an important task, which requires jointly leveraging graph structure and content information to produce human-readable explanations for a given risk label. An intuitive approach is to adapt existing graph-enhanced large language models (LLMs), which inject graph structure i...

Cecelia Soh, Jun Hu, Yuan Li et al. · 0 citations