I think the corruption and desertions were major but were more of the "yin" to the "yang" of the crushing defeats in Changchun, Jinzhou etc. The CCP being able to secure parts of Manchuria, capture left-behind Soviet and Japanese weapons, and enlist the Manchurian puppet troops were all things...