When convert’s parents convert to Judaism, is the original convert still considered ben/bat Avraham v’Sarah? Or do they again use their biological parents’s new Hebrew names?

Since a convert is considered reborn, in the event that his biological parents also convert he will still bear the name ben/bat Avraham v’Sarah. Chag Same'ach