the purpose of this paper is to study how to cultivate a university teacher with noble morality, loyal and dedicated to education, rigorous scholarship, and teach by personal example as well as verbal instruction, then he is able to shoulder the historic mission of" Morality Fostering and Talents Cultivating". We employed inductive and deductive method, and based on the author's work experience of many years in the college personnel department and the research of relevant theories. First of all, we studied some strengthening teacher construction way of improving training mechanism, promoting team building, optimizing the evaluation system and highlighting the humane care. Then, we proposed a scientific strategy for training distinguished teachers, including implementation of the training project of the outstanding teachers and focusing on the construction of teaching successors for quality courses.