Abstract: Diversification of postgraduate training mode is an important trend of development and reform of postgraduate education in the world.Graduate student training of industry university research cooperation not only make graduate education extend from university to society，but also conducive to cultivation of innovative talents.In particular，it is conducive to cultivation of innovative talents needed in the industry.Under guidance of system theory，some elements of graduate student training of industry university research cooperation including training organization，training target，training process，resource condition and quality evaluation etc were expounded.Theoretical model of graduate student training of industry university research cooperation was built.At last，concrete practice of graduate student training of industry university research cooperation in Zhongkai University of Agriculture and Engineering was introduced.