Labille is a surname. Notable people with the surname include:
Adélaïde Labille-Guiard (1749–1803), French miniaturist and portrait painter Daniel Labille (1932–2022), French Roman Catholic prelate Grégory Labille (born 1968), French politician (born 1961), Belgian politician
See also Labelle Labill (disambiguation)