Adrien-Joseph is a double-barrelled French given name. Notable people with the name include:
Adrien-Joseph Larribeau (1883–1974), French Roman Catholic priest and bishop in South Korea Adrien-Joseph Le Valois d'Orville (1715–1780), French librettist Adrien Joseph Prax-Paris (1829–1909), French politician
See also Adriaan Jozef Heymans (1839–1921), Belgian impressionist landscape painter