What is Fats Domino's real name? Fats Domino's full given name is Antoine Dominique Domino Jr.. Who are similar musical artists to Fats Domino? Kevin Rudolf, Keegan DeWitt, Yuki (singer), Billy Mackenzie and Roy C are musical artists that are similar to Fats Domino.