LLMs+Graphs: Toward Graph-Native, Synergistic AI Systems

Arijit Khan, Longxu Sun, Xin Huang

Large Language Models (LLMs) have advanced rapidly, but their limitations in structured and multi-hop reasoning underscore the need for graph-native, synergistic artificial intelli…