Can Representation Gaps Be the Key to Enhancing Robustness in Graph-Text Alignment?

Heng Zhang, Tianyi Zhang, Yuling Shi +6

Representation learning on text-attributed graphs (TAGs) integrates structural connectivity with rich textual semantics, enabling applications in diverse domains. Current methods l…