If the IRS thinks you moved to avoid taxes, they will still come after you. It's only a matter of enforcement where you're now living, but don't dare set foot back in the US or an extradition-friendly country.
I believe the IRS is entitled to assume that you renounced in order to avoid paying taxes, and I think they keep you on the hook for ten years (after you renounce citizenship).