Creativity is the demand of the time. The cultivation of creativity is what we should put first in the education of graduates. The Fourth Military Medical University attempts to consummate the selection， training and evaluating system of supervisors by strictly checking the qualification of supervisors and examining the enrollment qualification， sending supervisors abroad for further educa-tion and making them attending academic conferences for academic communication. The university also modularizes English teaching and giving lectures on political theory courses in order to establish a curriculum system which integrates the education of theory， practicing and the cultivation of compre-hensive quality. Moreover， by creating funds for graduates' searching and international academic com-munication of academy， the university tries to complete stipend and scholarship systems to encourage innovation and exploration. By doing these， the cultivation of graduates' innovation ability has been improved.