Naruse (written: 成瀬 or 鳴瀬) is a Japanese surname. Notable people with the surname include:
- Eimi Naruse (成瀬 瑛美), Japanese idol and voice actress
- Hiromu Naruse (成瀬 弘, 1944–2010), Japanese test driver and engineer
- Masayuki Naruse (成瀬 昌由, born 1973), 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
- Shumpei Naruse (成瀬 竣平, born 2001), Japanese footballer
- Yoshihisa Naruse (成瀬 善久, born 1985), Japanese baseball player
- Robert Naruse (born 1956), American Physician and Professor of Anesthesiology
See also