作者位次 #5/10SIGIR 2026Oral· Information Retrieval (TOIS)
Graph2text or Graph2token: A Perspective of Large Language Models for Graph Learning
Shuo Yu · Yingbo Wang · Ruolin Li · Guchun Liu · Yanming Shen · Shaoxiong Ji · Bowen Li · Fengling Han · Xiuzhen Zhang · Feng Xia
摘要
Graphs are prevalent in numerous real-world applications. Previous methods directly model graph structures and achieve significant success. However, these methods encounter bottlenecks due to the inherent irregularity of graphs. An innovative solution is converting graphs into textual representat...