Integrating Structural and Semantic Signals in Text-Attributed Graphs with BiGTex

Azadeh Beiranvand, Seyed Mehdi Vahidipour

Text-attributed graphs (TAGs) present unique challenges in representation learning by requiring models to capture both the semantic richness of node-associated texts and the struct…