Graph Theory

Spectral Graph Theory Graph Problems Directed Graph Reachability AI in Research Hierarchical Structures Distributed Computing

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Cluster of Papers Push RAG Toward Multi‑Agent, Graph‑Grounded and Federated Designs

They aim to make LLM outputs more verifiable by adding agent pipelines, hierarchical graphs, and cache gates, with a new poisoning attack showing corpus threats can work at tiny injection rates.