On May 5, 1989, Kurosaki debuted for the Japan national team against South Korea. He also played at 1990 World Cup qualification and 1990 Asian Games. In 1993, he was selected Japan for the first time in 3 years. He played 24 games and scored 4 goals for Japan until 1997.