SoYes, the correspondence goes the following way: The complete k-uniform Hypergraph has n vertices and the edges are given by all k-element subsets of {1,...,n}. Thus, the line graph has those k-element subsets as vertices and they are adjacent if and only if they intersect non-trivially. The complement graph, thus, has the same vertex set but the vertices are adjacent if and only if they intersect trivially. This is the definition of the Kneser graph.