I agree with his assessment. Any data representation can be construed as a graph - this is the basis of garbage collection. Besides the areas where graphs (or networks) are explicit in a problem, the most powerful use comes in analyzing a given model/algorithm. If you don't take that step to the meta-level, you might not see the use for graph theory.