Abstract: College students' honesty education plays an important role in combating corruption and building a clean government. Under the background of emphasizing the scientific and effective prevention and control of corruption, four focuses of innovation in college students' integrity education should be grasped from the perspective of college educators, that is, strengthening strategic thinking, firmly innovating the consciousness of college students' honesty education; strengthening dialectical thinking, comprehensively and accurately grasping the work of college students' honesty education; strengthening historical thinking, expanding the resources for reference of college students' honesty education; strengthening Internet thinking, enhancing the sense of times and attraction of college students' honesty education.