Double Jeopardy is disallowed in the United States, they would have to be convicted on new crimes.
I'm joking! Everything will be broken by then.
Also as I understand it, while the can't be tried twice for the same crime Federally, it's still possible that they can be tried in a state court for committing the same crime.