Empowering LLMs with Structural Role Inference for Zero-Shot Graph Learning

Heng Zhang, Jing Liu, Jiajun Wu +8

Large Language Models have emerged as a promising approach for graph learning due to their powerful reasoning capabilities. However, existing methods exhibit systematic performance…