Conference
Open access
Sep 2026
Bridging the Semantic Gap: Leveraging LLMs for Hierarchical Interest Evolution in Sequential Recommendation
The Hierarchical Semantic Interest Evolution Network (HSIEN), a novel generative-discriminative framework that significantly alleviates modality misalignment and enhances CTR prediction performance through feature complementarity, is proposed.
Yi-Fan Cao, Rui Wu, Xiang Wang et al.
· Proceedings of the Thirty-Fi... · 0 citations