GraphICL: Unlocking Graph Learning Potential in LLMs through Structured Prompt Design

Yuanfu Sun, Zhengnan Ma, Yi Fang +2

The growing importance of textual and relational systems has driven interest in enhancing large language models (LLMs) for graph-structured data, particularly Text-Attributed Graph…