Well, technically, an immigrant is only an immigrant if s/he's emigrated from somewhere else and come here. So if our newcomer chum has children here, they are hence not immigrants.
Also an immigrant would stop being an immigrant if they took naturalisation of the country they go to. For example my father became a naturalised UK citizen, mt relatives in the states now have US citizenship.