By using the improved CK’s method, the relation between the generalized Kuramoto-Sivashinsky equation with variable coefficient and the corresponding coefficient was obtained. Some new exact solutions of the corresponding constant coefficient equation were obtained by applying the Lie group method, and then achieved the explicit solutions of the generalized Kuramoto-Sivashinsky equation with variable coefficients.