This paper will study the exponential stable and state feedback stabilization of time-delay singular systems with saturation actuators. Some sufficient conditions for existence of controller are obtained by using the linear matrix inequalities (LMIs) and integral inequality approach (IIA). When these LMIs are feasible, explicit expression of controller is obtained. Based on Lyapunov-Krasovskii functional techniques, a novel exponential stabilization criterion has been also derived in terms of linear matrix inequalities which can be easily solved with efficient convex optimization algorithm. Our results are less conservative than some existing ones, and the decision variables involved in this paper are less than them. Examples illustrate our results as less conservative than those reported in literature.