Beyond the Aggregation Dilemma: Prior-Retaining Decoupled Learning for Multimodal Graphs

Hao Yan, Xuanru Wang, Jun Yin +3

Multimodal Attributed Graph Learning (MAGL) integrates intrinsic node attributes with structural topology via graph aggregation. However, as pretrained encoders evolve into Large F…