GraphShaper: Geometry-aware Alignment for Improving Transfer Learning in Text-Attributed Graphs

Heng Zhang, Tianyi Zhang, Yuling Shi +6

Graph foundation models represent a transformative paradigm for learning transferable representations across diverse graph domains. Recent methods leverage large language models to…