Abstract: As one of the fastest developing and most fruitful disciplines in our country, the discipline of materials science and engineering is“double first-class”key construction disciplines. The cultivation of first-class personnel in material science and engineering is an important measure to promote the development of the subject, promote the reform of education and build the power of science and technology. As direct participants and implementers of scientific research work in universities, the quality of graduate education has a direct impact on research projects. universities need to further reform the existing graduate training mode, improve the quality of graduate training, to help the strategy of strengthening talent. Through the analysis of the current situation of graduate training in our country, this paper explores the reform of the existing graduate training methods under the new situation, and focuses on the training of high-quality graduate students in materials science and engineering.

Key words: "Double first-class", Materials science and engineering, Quality of postgraduates, Culture path, Postgraduate tutors, Training mode