Wen-Yu Zhang

Empowering Multi-modal Sequential Recommendation with Semantically-enhanced Item Transition Graph

While multi-modal sequential recommendation has achieved significant success, existing methods typically rely on powerful sequential encoders, such as Transformers, to capture dynamic interests within a user's history. However, this paradigm is confined to modeling local, intra-sequence dependencies, causing it to over...