James Francis Kelley (July 27, 1902 – September 11, 1996) was an American Roman Catholic monsignor who was one of the nation's youngest college presidents when he was appointed as a 33-year-old in 1936 to lead Seton Hall College and grew the school's enrollment tenfold before he left the position in 1949, shortly before it became Seton Hall University.