Named after the porte de la Villette, which recalls the former village of La Villette.
La Villette was a separate commune until Paris annexed it in 1860, under a law of 1859. The station is subtitled Cité des Sciences et de l'Industrie, after the science museum opened nearby in 1986. It opened in 1910.