Towards Effective Federated Multimodal Graph Learning via Navigating Multifaceted Heterogeneity

Yinlin Zhu, Di Wu, Yi Zhang +5

Multimodal-attributed graphs (MAGs), where nodes carry heterogeneous semantic content across multiple modalities while edges encode relational dependencies, have been widely adopte…