Joseph Cornelis (born 17 November 1917) is a Belgian boxer who competed in the 1936 Summer Olympics.
In 1936 he was eliminated in the quarter-finals of the bantamweight class after losing his fight to the upcoming gold medalist Ulderico Sergo.