Xuhao Zhao

Information-Guided Selective Modality-Interest Alignment for Multimodal Recommendation

Multimodal recommendation (MMRec) aims to enhance recommendation performance by leveraging rich item content from multiple modalities. However, directly incorporating all modality information does not necessarily lead to better preference modeling, since user interests are often more related to a subset of modality sig...