most citedModeling Long-term User Behaviors with Diffusion-driven Multi-interest Network for CTR Prediction

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cs.IR2025★ 2 cited

Modeling Long-term User Behaviors with Diffusion-driven Multi-interest Network for CTR Prediction

Weijiang Lai, Beihong Jin, Yapeng Zhang +5

CTR (Click-Through Rate) prediction, crucial for recommender systems and online advertising, etc., has been confirmed to benefit from modeling long-term user behaviors. Nonetheless…

cs.IR2025

Semantic Gaussian Mixture Variational Autoencoder for Sequential Recommendation

Beibei Li, Tao Xiang, Beihong Jin +2

Variational AutoEncoder (VAE) for Sequential Recommendation (SR), which learns a continuous distribution for each user-item interaction sequence rather than a determinate embedding…