Maybe not illegal, thats for a judge to decide. But ethically, stealing a patent, and moving the operation offshore, but still selling it where the patent applies is an ethical (and legal) grey area.
Interesting read:
http://patentdocs.typepad.com/files/optigen-v-ig.pdf