Jin-Ke Wu

GUIDER: Generative User Interest Discovery via Explicit Reasoning with Large Language Models

This work proposes GUIDER (Generative User Interest Discovery & Explicit Reasoning), a framework that fundamentally decouples intent planning from item matching by reformulating sequential modeling within a rigorous closed-set semantic interest space.