Art design is a major driver of the development of culture and art, modern science and technology, and social economy. As a result, art design education has been greatly valued and attached great importance. However, art design education in China falls behind the development of social economy and art design. To solve the problem, this paper attempts to innovate art design education in China in the new era. Firstly, the authors investigated the current situation of art design education in China, and discovered a few problems: the chaotic teaching mode, the unreasonable curriculum setting, the mismatch between graduate capabilities and social requirements, and the undiversified teaching evaluation method. In response to these problems, art design education was renovated from the aspects of curriculum system setting, teaching mode, and teaching evaluation. On this basis, the authors proposed to set the curriculum system based on professional ability, and designed a topic-based and workplace-oriented teaching mode with art design studio as the platform. Finally, the innovation methods for teaching evaluation were discussed in terms of evaluation subject, evaluation standard, and evaluation method. The research findings provide a theoretical and practical reference for the innovation of art design education.