2025
HyperGraphRAG: Retrieval-Augmented Generation via Hypergraph-Structured Knowledge Representation
NeurIPS 2025poster
Standard Retrieval-Augmented Generation (RAG) relies on chunk-based retrieval, whereas GraphRAG advances this approach by graph-based knowledge representation. However, existing graph-based RAG approaches are constrained by binary relations, as each edge in an ordinary graph connects only two entiti…