Aesthetic communication plays significant role in poetry translation,for it affects the target text in both internal structure and external structure. This paper analyzes the comparison of nine versions of English translation of classic Chinese poem —Jing Ye Si written by Li Bai(李白) from the perspective of aesthetic communication barriers and reiterates the factors which influence the translation target texts.