SBFRec: Semantic-Behavioral Fusion with Trajectory Smoothing for Generative Sequential Recommendation
SBFRec, a Semantic-Behavioral Flow Matching framework for generative sequential recommendation, is proposed and Popularity-Aware Adaptive Fusion (PAAF), a sequence-level routing mechanism that learns adaptive branch preference conditioned on the popularity profile, enabling the model to leverage the more reliable signa...