Graphons of Line Graphs
The method maps original graphs to their line graphs to model sparse graphons effectively. A specific 'square-degree property' identifies sparse graphs whose line graphs are dense, allowing results from dense graph theory to be applied. This enables defining meaningful limits for sparse graphs by analyzing the convergence of their line graph graphons.