Shuji Tsurumi (?? ??, Tsurumi Shuji, born January 29, 1938) is a Japanese gymnast and Olympic champion.
He was part of the first Japanese team that succeeded to win gold medals in the team event at the Summer Olympics (1960) and World Championships (1962).
In 2008 he was inducted to the International Gymnastics Hall of Fame.