Leeds is a surname. Notable people with the surname include:
Adrian Leeds (born 1952), US-born French journalistAlan Leeds (born 1947), American music executiveAlfred Nicholson Leeds (1847–1917), English amateur paleontologistAndrea Leeds (1914–1984), American film actorAndrew Leeds (born 1964), Australian rugby footballerAnthony Leeds (1925–1989), American anthropologistBilly Leeds (1880–1955), Australian rules footballerCharles J. Leeds, American politician, Mayor of New Orleans 1874–76Doug Leeds (born 1968), American businessmanDouglas B. Leeds (1947–2011), American businessmanEdward Leeds (priest) (died 1590), English clergymanEdward Thurlow Leeds (1877–1955), English archaeologist, Keeper of the Ashmolean Museum 1928–45Eric Leeds (born 1952), American musicianHerbert I. Leeds (1900–1954), American film directorHerbert Leeds (1855–1930), American amateur golfer and golf course architectJoanie Leeds (born 1978), American musicianLila Leeds (1928–1999), American film actorMorris E. Leeds (1869–1952), American electrical engineerPeter Leeds (1917–1996), Americana actorPeter Leeds (financial analyst), American financial analystPhil Leeds (1916–1998), American film actorStacy Leeds (born 1971), American law professorThelma Leeds (1910–2006), American actorTitan Leeds (1699–1738), American almanac publisher