 Chen was arrested in 1968 by the Kuomintang for "leading procommunist activities", and was imprisoned until 1973.Chen was again imprisoned in 1979, shortly before the Kaohsiung Incident.He died in Beijing on 22 November 2016 at the age of 79 following a long illness.