Marxist philosophy, Western philosophy, and Chinese traditional philosophy constitute three main forces of contemporary Chinese philosophy. In the past two decades, a great deal of in-depth and extensive constructive engagement has been carried out among the three. Previous studies on such constructive engagement have focused on the perspectives of Western or Chinese traditional philosophy, while the perspective of Marxist philosophy has been neglected to a large extent. Given the key position of Marxist philosophy in contemporary Chinese philosophy, it is undoubtedly regrettable that such a perspective is missing. This paper aims to fill this gap in the perspective of examination from the perspective of Marxist philosophy by examining the constructive engagement between various research paths within contemporary Chinese Marxist philosophy on the one hand, and the constructive engagement between Marxist philosophy, Western and Chinese traditional philosophy on the other hand.