William Greenlee may refer to:

Gus Greenlee (William Augustus Greenlee, 1893–1952), African-American businessman and Negro league baseball owner

William Brooks Greenlee, American scholar, author and academic

William K. Greenlee, Democratic Councilman-at-Large on the City Council of Philadelphia, Pennsylvania