This paper is motivated by Phong and Stein's work in [11]. The purpose of this paper is to establish the inhomogeneous multi-parameter Lipschitz spaces Lip α com associated with mixed homogeneities and characterize these spaces via the Littlewood-Paley theory. As applications, the boundedness of the composition of Calderón-Zygmund singular integral operators with mixed homogeneities has been considered