Two-Sided State-Space Models for Sequential Recommendation with Non-Random Multimodal Review Feedback

Ziwen Pan, Zihan Liang, Ruoxuan Xiong

Two-sided digital platforms are inherently dynamic: user preferences shift, item popularity evolves, and reviews both reflect and drive these changes. Yet most sequential recommend…