This article explores the totalizing discourse in the context of globalization, through the deconstruction perspectives of the epistemological approach based on the philosophy of Other. It examines epistemological and ethical stances with regard to 'Other' and 'Self', tries to transcend the epistemological violence of Western egocentrism, and constructs a non-appropriative epistemology, which could then represent a panorama of ”globalization without globalization”. Meanwhile, the main purpose of this paper is to critically analyze the discourse of Beijing's ”One-China Principle” within the framework of Emmanuel Lévinas' theory of 'Other'. It argues that both sides of the Taiwan Strait should establish a new relationship of ”Other ethics”, and aims to make openness from without One-China toward a Whole-China. Therefore, the people on both sides will be able to share the community of the Whole-China.