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 engineer
Makoto Naruse (成瀬 誠), Japanese voice actor
Masayuki Naruse (成瀬 昌由), Japanese professional wrestler
Mia Naruse (成瀬 未亜) (born 1978), Japanese voice actress
Mikio Naruse (成瀬 巳喜男) (1905–1969), Japanese film director, screenwriter and producer
Nobu Naruse (成瀬 野生) (born 1984), Japanese cross-country skier
Shuhei Naruse (鳴瀬 シュウヘイ), Japanese musician and composer
Yoshihisa Naruse (成瀬 善久) (born 1985), Japanese baseball player