TC of graphene depends not only on defect density, but also on defect configuration. The increase of phonon velocity leads to the higher TC of regular model. More obvious delocalization of phonon is a reason for higher TC of regular model. Non-monotonicity of TC is induced by the change of localization of partial phonon.