It's worth asking. In the case I'm talking about it would have been simple since we own all the rights, but for previous game I didn't do as good a job at negotiating, and gave the publishers some contractual rights that would probably make it too complicated.
Especially since the publisher has been sold to a megacorp who no longer care about me.