The objective of graduate education is to cultivate the graduate student with independent thinking and creative mind in China. The graduate cultural methods between Jilin University and Mississippi University are made comparisons from teaching methods and mentor program. In this paper, some questions of Chinese graduate education are indicated. The multiple mentors program is proposed and the significance of literature reading is emphasized.