Preprint
Oct 2026
Rethinking Evidence Modeling: Context-Coupled Graph Learning for Multimodal Recommendation
Multimodal graph recommendation integrates observed interactions with item images and text to learn user preferences. These inputs constitute Semantic-Behavioral Evidence (SBE). Many existing graph methods incorporate collaborative and multimodal semantic relations, yet their aggregation and state updates remain contex...
Ming-Qiao Zhang, Qi-Yao Peng, Yu-Meng Wang et al.
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