Abstract: After long-term teaching and documentary recording, the author finds out problems of graduates on information literacy. These problems greatly restricted the development of Graduates' innovation capability. The author puts into practice some relevant scientific research projects and does surveys on the innovation ability of graduate students with the hope of exploring a practical path for the information quality education and innovation capability training of them.