Successful experience of engineering education reform of application-oriented universities based on new mode of industry-academy cooperation is researched and referenced, then education reform and practice with the connotation of pro-industry teaching are carried out, new mechanism of school-enterprise cooperation is discussed, and the concept of combination of industry-academy and innovation is proposed in order to provide beneficial inspiration and reference for high-quality applied talents cultivation.