The only theme park lot that closes is DAK. There had been reports of it not being open early enough for early tours or breakfast reservations, but they seem to be doing better with that lately. It will definitely be open for EMH.
The other 3 parks' parking are open all night. The toll booth may be unstaffed, but there will be at least one lane open with a green light.