Abstract:ASTP have been shouldering the historical mission of improving the quality of agriculture, rural construction and increasing farmers' income at the beginning of its establishment. In the new era, they are the forerunners and integrators of the rural revitalization strategy. By reviewing the research progress of ASTP, this paper briefly analyzes the main characteristics and shortcomings of relevant research, and probes into the innovation research fields and directions of ASTP in the future. As innovation drives and rural revitalization becomes a national strategy, China's ASTP of macro environment, micro foundation and functions happening an epoch-making change, from the viewpoint of the integrity and systemic functions of ASTP, on the basis of expanding research field of vision, optimization evaluation system and methods, to grasp their dynamic change trend, to strengthen the comparative study under the different dimensions and scientific evaluation their performance, explore the park motivation and mechanism of internal and external interaction agglomeration effect, empirical analysis agglomeration effect under the different development stages, put forward the policy system and management mode of ASTP and their interaction with surrounding agriculture and rural areas, which is not only the need to promote the theoretical innovation of ASTP’s operation mechanism and deepen empirical research, but also the need to provide scientific decision-making service to enhance the fit between the development of ASTP and the national strategy in the new era.