"Willpower" is the ability to control yourself. If you "have strong willpower", you are able to stick to your long-term plans, and not follow your moment-by-moment desires.

People usually think of willpower in connection with avoiding actions that are bad for us, but hard to resist. These include over-eating, spending money, and having sex with people that you shouldn't.