Should I change the format of preprint before publishing it as a working paper?
Personally, I wouldn't bother changing the format.  As a wise colleague once told me, if you aren't getting some papers rejected, you aren't submitting to good enough venues.  If you're proud of the work, there's no need to try to obfuscate where it's been submitted.