to bypass the explicit mapping of the graphs G i and G j into the vector space R F to compute the dot product φ(G i ) • φ(G j ). Indeed, we use the L-RWGK k (L) (G i , G j ) in eqn. 5 in place of constructing φ (L) (G) and φ (L) (G ) and taking their dot product.