@TaxGuyBill   Even if the kids were nonresident aliens, living in Vietnam?  I'm looking at Pub 501, "You can't claim a person as a dependent unless that person is a U.S. citizen, a U.S. resident alien, a U.S. national, or a resident of Canada or Mexico."

I agree a joint return could have been filed, even without an SSN for the wife.