Author

Rundong Xue

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Preprint Aug 2026

Hypergraph-based Multimodal Retrieval-Augmented Generation with Incremental Refinement

This paper formalizes the document structure as a Multimodal Hypergraph, utilizing hyperedges as unified semantic containers to encapsulate multi-way associations across text, images, and tables, thereby transcending point-to-point modeling and introducing an Anchor-driven Incremental Refinement mechanism.

Shenao Chen, Yidan Xu, Xiangmin Han et al. · 0 citations