Got a specific Federal Statute number that specifically addresses the Statute of Limitations for Constitutional Challenges to federal agency action? I can look it up if you can find it.
Typically as I recall there are also reasons that a Statute of Limitations can be tolled or suspended (e.g., when a party hides certain information).