The 1.4x II TC will work fine on the 70-200/2.8 IS but in my opinion, forget the 2x on any zoom. AF speed and accuracy will suffer hugely as will the image quality.
The 2x only really works properly on the big Canon primes, 300/2.8 IS, 400/2.8 IS etc., etc.,