Masanori Yusa was a Japanese freestyle swimmer. He won gold medals in the 4 × 200 m relay in the 1932 and 1936 Olympics, setting world records on both occasions. In 1936 he finished almost simultaneously with Shigeo Arai and Masaharu Taguchi in the 100 m race and was awarded a silver medal.