Abstract: Under the mode of collaborative innovation, colleges and universities need to carry out innovative entrepreneurship education in-depth, to ensure that through the establishment of a sound innovative education system in Colleges and universities, the innovation and entrepreneurship ability of college students can be greatly improved. In the report of the Nineteenth National Congress of the CPC, it is pointed out that only by encouraging entrepreneurship and stimulating entrepreneurship can we ensure more social subjects to invest in innovation and entrepreneurship. Therefore, under the mode of collaborative innovation, colleges and universities must pay more and more attention to the cultivation of College Students'innovative and entrepreneurial abilities, so as to greatly enhance their innovative and entrepreneurial abilities.

Key words: College students, Collaborative innovation model, Innovation and entrepreneurship, Cultivation mechanism, Research