The cultivation of innovative talents is an important strategy for the great task of national rejuvenation, and it is the bounden mission of universities. The quality of talent training is not only reflected in the cultivation of innovative thinking and ability, but also inseparable from the background of national feelings and social responsibility. Integrating the spirit of scientists into the cultivation of innovative talents is the realistic requirement of carrying out the fundamental task of cultivating people. It is an important measure to build a powerful country in science and technology and implement the strategy of innovation-driven development. Through top-level design, we should strengthen talents’ sense of mission and responsibility, foster their innovative thinking, and cultivate their patriotism, so as to gradually realize the essential improvement of the quality of innovative talent training.