Two things are killer for me - not only can I not resist the first bite, I cannot practice moderation around them at all:
Sweet baked/fried stuff - donuts, cookies, pastry
Pizza - I'm doing great if I can stop at half of a large pie. One or two slices alone is like a form of torture - I'm better off if it never happened.