It contradicts some elements of general relativity. But the theory of relativity is what allowed us to create our theory of gravitation in the first place.
And, as the ideas put forth by Einstein pretty much replaced the Newtonian concept of gravity, I think it's safe to say our theory does, in fact, contradict Newton.