Naruse (written: 成瀬 or 鳴瀬) is a Japanese surname. Notable people with the surname include:
Hiromu Naruse (成瀬 弘) (1944–2010), Japanese test driver and engineerMakoto Naruse (成瀬 誠), Japanese voice actorMasayuki Naruse (成瀬 昌由), Japanese professional wrestlerMia Naruse (成瀬 未亜) (born 1978), Japanese voice actressMikio Naruse (成瀬 巳喜男) (1905–1969), Japanese film director, screenwriter and producerNobu Naruse (成瀬 野生) (born 1984), Japanese cross-country skierShuhei Naruse (鳴瀬 シュウヘイ), Japanese musician and composerYoshihisa Naruse (成瀬 善久) (born 1985), Japanese baseball player