I would not hesitate in trying the WD-40.... just wipe off the rotors if you happen to get any on there. Take the first couple of breaking stops slow and long.
Brother had a similar problem on his Jeep.... he let the WD-40 soak for about 30 mins... then soak it with more for another 30 mins and then they slid off nicely. Good luck!!