Bailleux is a surname. Notable people with this surname include:

Antoine Bailleux (fl. 18th century), French violinist and music publisher François Bailleux (1817–1866), Belgian lawyer Odile Bailleux (1939–2024), French harpsichordist and organist Roger Bailleux (1913–1988), French cyclist