Peilin Liu

RIDRec: Retrieval-Enhanced Intent Diffusion for Anonymous Short-Session Recommendation

RIDRec first retrieves relevant cross-session contexts to construct retrieval-conditioned context features and prior-conditioning signals that complement sparse in-session evidence, and models session intent as a latent distribution with Neural Processes, allowing the model to preserve intent uncertainty and capture mu...