From the historical materialism, the ideological theory formed by the proletarian revolutionary Lenin during the social practice of leading the Russian October Revolution. Louis Althusser made an important contribution to the development of Marxist ideological theory from structuralism. The ideological theories of Lenin and Althusser acquire us a better understanding and provide a new research perspective for the construction of socialist ideology with Chinese characteristics in the new era.