Siberian Intervention
He was assigned to the IJA's 44th Infantry Regiment, and served during Japan's Siberian Intervention against Bolshevik forces in eastern Russia. With the start of the Second Sino-Japanese War, Inoue was commander of the IJA's 5th Infantry Regiment.