Given that the parents are already LPRs, it is unlikely that the children can do anything to speed up their process of eligibiiity toward naturalization. If you're over 21 you can sponsor a parent for a Green Card, but that's not an issue. Once the parents have been LPRs for four years and nine months, they may petition for naturalization.

