From 1937 to 1945, it was occupied by Japan and made a part of Mengjiang, a Japanese-controlled region led by Mongol Prince Demchugdongrub of the Shilingol Alliance.
At the same time, Mengjiang was invaded by the Red Army and her Mongol allies, with Guihua quickly taken.