When LLMs meet open-world graph learning: a new perspective for unlabeled data uncertainty

Yanzhe Wen, Xunkai Li, Qi Zhang +4

Recently, large language models (LLMs) have significantly advanced text-attributed graph (TAG) learning. However, existing methods inadequately handle data uncertainty in open-worl…