Qiyuan Zheng

Taming Language Models for Text-attributed Graph Learning with Decoupled Aggregation

Text-attributed graphs (TAGs) are prevalent in various real-world applications, including academic networks, e-commerce platforms, and social networks. Effective learning on TAGs requires leveraging both textual node features and structural graph information. While language models (LMs) excel at pro…