Kun-Yan Wu

KnowFeat: Knowledge-Guided Feature Engineering via LLM Agents

knowFeat, a knowledge-guided feature engineering framework that organizes domain knowledge into five types -- schema metadata, regulatory indicators, detection rules, expert opinions, and court document evidence -- and injects them as structured context into an LLM agent and maintains competitive detection performance...