At present, the acceptance level of contemporary Chinese art continues to decline compared to the “China fever” period at the turn of the century. Chinese artists crave but lack sufficient feedback and attention from the outside world. In contrast to this scarcity, the proportion of artists in the Chinese art world who belong to the overall “postcolonial theme”, art practices and critical articles, as well as artists and curators who truly use postcolonial theoretical resources, is far lower than the international context. This predicament does not stem from new socio-historical conditions; rather, it represents the “return of the repressed”— the persistent, unresolved postcolonial dilemma that continues to haunt contemporary Chinese art. This article takes the dilemma of “going global” in contemporary Chinese art as the starting point. Based on clarifying the two aspects of negation and affirmation in Edward Said’s Orientalism, as well as the cautious attitude of multiculturalism towards Orientalism, and looking back at the third Guangzhou Triennale in 2008, it explores the keen awareness of “saying goodbye to postcolonialism” as the curatorial theme for the global “perspective” and the approach to abstract concepts, as well as the clear “Chinese position” displayed in this expression. It attempts to find a possible path to dissect the current predicament of contemporary Chinese art from this perspective.