Scaling GraphLLM with Bilevel-Optimized Sparse Querying

Yangzhe Peng, Haiquan Qiu, Quanming Yao +1

LLMs have recently shown strong potential in enhancing node-level tasks on text-attributed graphs (TAGs) by providing explanation features. However, their practical use is severely…