In October 1925, he was sent to the Soviet Union to study international politics at Moscow Sun Yat-sen University. After the 1927 Shanghai massacre, the Communist Party of China established its own military force, and Wu transferred to Moscow Infantry School to receive military training. He worked in the Russian Far East after 1929.