Author

Yuxiao Huang

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Jul 2026

CHARM: A Multimodal Graph Foundation Model with Hierarchical Context Modeling for Zero-Shot Transfer

CHARM is proposed, a multimodal graph foundation model with hierarchical context modeling for zero-shot transfer that replaces isolated raw nodes with hierarchical graph contexts that capture multimodal semantics and cross-modal relations.

Ankang Yang, Ji-Tao Zhao, Di Jin et al. · arXiv.org · 0 citations