Abstract: This paper investigates a GraphRAG framework that integrates knowledge graphs into the Retrieval-Augmented Generation (RAG) architecture to enhance networking applications. While RAG has ...

Ashley traded the quiet life of a small town in a big house for the hustle and bustle of the Windy City. On any given day you might find her working on a freelance photo or blogging gig, wrangling her ...

Abstract: Over the past decades, various neural networks have been proposed with the rapid development of the machine learning field. In particular, graph neural networks using feature-vectors ...