Abstract: To nurture graduate students to become innovative talents is the objective need of constructing an innovative country, and is the important mission of graduate education. The ideological and political education for graduate students have created the condition for the cultivation of innovation ability, pointed out the direction, built the atmosphere, and are playing a positive role in the process of graduate student innovation ability training.