In April 1984, Mizunuma was selected the Japan national team for 1984 Summer Olympics qualification. At this qualification, on April 18, he debuted against Malaysia. He also played at 1986 World Cup qualification, 1988 Summer Olympics qualification and 1990 World Cup qualification. He played 32 games and scored 7 goals for Japan until 1989.