Duplay is a surname. Notable people with the surname include:
Éléonore Duplay (1768–1832), French painter Maurice Duplay (1736–1820), French carpentry contractor and revolutionary in the French Revolution Simon-Emmanuel Duplay (1836–1924), French surgeon