At present, there are some problems and weak links in poor college students' education in China, which is not fit for the tasks of deepening the reform and improving the quality of higher education. It is an effective way for solving the problem of poor college students with the concept of all round education to construct the poor college students' talent mode. This mode is paid much attention from the perspective of all round education to summarize the practical experience and current situation, analyze the influencing factors, and put forward some countermeasures and suggestions in this paper.