Western Marxist philosophy has been introduced into China to help build Chinese Marxist philosophy. However, the interaction between the two has not been optimized. Chinese researchers need to align their values and study methods with Chinese Marxist philosophy and improve their understanding of Western Marxist philosophy. By doing so, a better interaction can be achieved through correct development views, intensified theoretical research, and equal dialogues between the two philosophies.