Does an oil-based finish take longer to dry over cedar wood?

Yes. Cedar naturally contains oil, which prevents a finish from polymerizing (cross-linking or attaching together), slowing down the dry time.

Wiping with mineral spirits prior to application will help. Increase dry times as well. Regarding prep-sanding Cedar for a finish, sand to 180-220 because it is extremely soft wood.