Liu, Lu. “Digital Transformation and Efficiency Optimization of Art Education Management: An Empirical Study on Resource Allocation and Teacher Training Systems Based on Multi-Campus Surveys”. IJLAI Transactions on Science and Engineering, vol. 4, no. 1, Jan. 2026, pp. 11-21, https://sub.ifspress.hk/IJLAI/article/view/199.