Ex post facto is not required to operate the same way for new laws vs laws being removed. In fact, there are good reasons for when criminal laws are changed to automatically review people prosecuted under them. The law was made for people, people weren't made for the law.
There doesn't appear to be any law of physics or higher power that enforces us to make these two things consistent, why would you assume they have to be?
