Zeilinger is a German surname. Notable people with the surname include:

Anton Zeilinger (born 1945), Austrian quantum physicist, Nobel Prize laureate Gabriele Zeilinger (1917–2011), Austrian fencer

See also Zeilinger (company), an Austrian metalworking company 48681 Zeilinger, a main-belt asteroid