He was relieved from duty by Jiang Jieshi in 1949 after unsuccessfully attempting to request for peaceful conclusions to conflicts during the Chinese Civil War and budget for building aircraft carriers for the Republic of China navy.
Towards the end of the Civil War in April 1949, it was reported that Zhu Shaoliang asked Chen to retreat to Taiwan with the remnants of the Republic of China and Chen persistently refused his offer.