Kyuss retired in 1937, continuing to teach the clarinet at the Odessa Military Academy of Music. In World War II, he was placed in a Jewish ghetto in Odessa by the invading Nazis. Kyuss was last seen in late 1941, and was likely killed in the 1941 Odessa massacre.