most citedEnhancing Target-unspecific Tasks through a Features Matrix

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cs.LG2026

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…