What do you call the children of two first cousins?

Your parent's first cousin's children are your second cousins.

Your children and your second cousin's children are third cousins.

Your children and your second cousin - or likewise you and the children of your second cousin - are second cousins, once removed.

You and your parent's first cousin are first cousins, once removed.