Is the cup covered or not? If it isn't, cover it with aluminum foil, plastic wrap, or something between uses.
Also, what kind of paint? Acrylic and laquer dry a lot faster than enamel.
Personally I never leave paint in the cup for more than about 15 minutes. If I'm not going to use it in that time I get it out and clean the airbrush.