1,1,1 Trichloroethane would probably do it. That is what used to be in brake cleaners. If you are still able to get the non-flammable kind I'd try that first. You have to saturate the surface so the oil dissolves in the cleaner and then evaporates.

My friend uses lacquer thinner for this.

R.