Along with the promotion of China international influence, the number of students abroad is increasing obviously. Therefore, more and more attention has been paid to the teaching method of international class. There are many difficulties and challenges to teach the students from various countries. Taking the course of advanced mathematics for international students as an example, this paper discusses the reforms mainly from four aspects, including the selection of teaching materials, online course, classroom management and teaching methods.