Should be under Purchased in iTunes. Unless it was specifically asked to be removed, or Apple pulled it themselves, you're going to always have it in your Purchased tab. Even if the publisher doesn't renew their Apple Developer account.
I know that because I have every app I've ever downloaded in the App Store since the day it opened to the public.
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