Position: Graph Condensation Needs a Reset -- Move Beyond Full-dataset Training and Model-Dependence

Mridul Gupta, Samyak Jain, Vansh Ramani +2

Graph Neural Networks (GNNs) are powerful tools for learning from graph-structured data, but their scalability is increasingly strained by the size of real-world graphs in domains…