How long does a neonatal auto-immune disease last for?

Depends. There are many different types of "neonatal autoimmune diseases" each with theire own time frames. Usually when someone is discussing neonatal autoimmune diseases they are talking about maternal antibodies that have passed through the placenta and are directed against antigens in the fetus and/or newborn child.