Leo DeTray was an American football coach at both Chicago and Mississippi. DeTray was a letterman at the University of Chicago competing as a halfback during his tenure with the Maroons between 1904 and 1907. He served as the head football coach at the University of Mississippi in 1912 where he compiled a record of 5–3 during his lone season.