Ting-Ting Dai

ScoreRec: Reallocating Probability Mass in Sequential Recommendation via Score-based Diffusion Modeling

Sequential recommendation generates personalized item rankings by estimating latent user-preference distributions from historical interactions. Although Diffusion Models (DMs) have gained prominence due to their exceptional capacity to capture complex distributions, current DM-based recommenders exhibit a critical limi...