If you submitted a separate Form I-130 petition for each child, your divorce from your wife should not adversely affect the petitions for your children. But you should speak to an experienced immigration attorney as there might other issues that will inevitably occur as you try to complete the process of your children immigrating to the US without their mother.
Answered on Nov 11th, 2013 at 4:23 PM