2026
Query-Aware Flow Diffusion for Graph-Based RAG with Retrieval Guarantees
ICLR 2026poster
Graph-based Retrieval-Augmented Generation (RAG) systems leverage interconnected knowledge structures to capture complex relationships that flat retrieval struggles with, enabling multi-hop reasoning. Yet most existing graph-based methods suffer from (i) heuristic designs lacking theoretical guarant…