You may, but there is a severe time limit within which to bring such an action. You may have other issues. If you signed an agreement with INS to support him, that requires you to do so for two years. It is a contract that he can enforce and a divorce court can not void.
Answered on Sep 26th, 2014 at 9:39 AM