As the subject of translation, translator the manipulator should adhere to and apply the principles of being true, good and beautiful in translation process so that new knowledge can be created and harmony between cultures can come into being in the internationalized process of the foreign knowledge. The ideas about translation proposed by Yu Guangzhong and the translations by him are embodiments of the ideas about “harmony” in Chinese culture, which reflects and highlights the importance and significance of Chinese culture and traditional Chinese thought to translation studies.