Semenza is a surname. Notable people with the surname include:
Giovanni Giacomo Semenza (1580–1638), Italian painter Gregg L. Semenza (born 1956), American oncologist and Nobel laureate Guido Semenza (1868–1929), Italian electrical engineer, inventor, and scholar