2 years ago, my friend tried to invite her parents but got rejected, 2 months later her brother (Her parents only have these 2 children and both of them are in the US) applied the invitation for them and they got approved, so you can try but keep all doc in the honest way (Do not try to hide the previous rejection).
good Luck!
good Luck!