In addition to the preceding reply, a qualifying child for EIC must have a Social Security number. Since your nephews have only an ITIN, not an SSN, they cannot be qualifying children for EIC.
So there are two reasons that you cannot use your nephews for EIC.
1. They did not live with you in the United States for more than half the year.
2. They do not have Social Security numbers.
