On August 2, 1970, Yoshimura debuted for Japan national team against South Korea. He was selected Japan for 1974 Asian Games. He also played at 1972 Summer Olympics qualification, 1974 World Cup qualification and 1976 Summer Olympics qualification. He played 46 games and scored 7 goals for Japan until 1976.