LLM as Graph Kernel: Rethinking Message Passing on Text-Rich Graphs

Ying Zhang, Hang Yu, Haipeng Zhang +1

Text-rich graphs, which integrate complex structural dependencies with abundant textual information, are ubiquitous yet remain challenging for existing learning paradigms. Conventi…