Kulenović or Kulenovic is a surname. Notable people with the surname include:
- Almin Kulenović (born 1973), Bosnian footballer
- Džafer-beg Kulenović (1891–1956), Vice President of the Independent State of Croatia during World War II
- Faruk Kulenović (born 1952), Croatian-Bosnian basketball coach
- Goran Kulenović (born 1971), Croatian film director and screenwriter
- Katarina Matanović-Kulenović (1913–2003), the first female Croatian pilot and parachutist
- Maya Kulenovic (born 1975), Canadian artist and painter
- Mehmed-beg Kulenović (1776–1806), Ottoman soldier
- Nahid Kulenović (1929–1969), Croatian columnist
- Osman Kulenović (1889–1947), Croatian politician
- Rizha Kulenovic, curator of The Kulenovic Collection
- Sandro Kulenović (born 1999), Croatian footballer
- Skender Kulenović (1910–1978), Bosniak poet, novelist and dramatist
- Vuk Kulenovic (born 1946), contemporary composer, living in Boston