Op, you've been given the right answers in previous responses by others. Your children will need to be legal permanent residents first before they can become citizens since they were born before you became a USC. So go ahead and petition them. Once they became LPR and your legal and physical custody inside the US, then they'll automatically became citizens too. Good luck.