True, that is an option; NY Penn or Philadelphia to Greensboro. The trains from Penn Station NYC take 10 - 12 hours, and there's one train with a bike car every day. Looks like $258 with a bike.
That could also be fun to do as a group...unfortunately I come from the opposite direction!