Joseph O'Leary may refer to:
Joseph O'Leary (journalist) (c. 1795–1845), Irish journalist and songwriter Joe O'Leary (1883–1963), New Zealand rugby union player Joseph V. O'Leary (1890–1964), American politician Joseph S. O'Leary (born 1949), Irish Roman Catholic theologian