Stojko was born in Newmarket, Ontario, Canada to a Hungarian mother and Slovenian father and was named after Elvis Presley, of whom his parents were fans. His father arrived in Canada on a boat in 1955 and his mother, Irenee (), fled from the Soviet invasion of Hungary in 1956. Stojko grew up in Richmond Hill, Ontario. There is a hockey arena named after him in Richmond Hill.