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
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