Bridging Semantics and Structure: A Theoretically Grounded Framework for Link Prediction on TAGs.

arXiv:2610.40192v1 Announce Type: new Abstract: Link prediction on text-attributed graphs (TAGs) is a fundamental problem with applications in knowledge discovery, recommendation and beyond. Recent progress has highlighted the promise of combining Graph Neural