Liang, Q. 2026. Research on the Renovation Design Path for Enhancing the Efficiency of Mixed-Use Office and Retail Spaces. European Journal of AI, Computing & Informatics. 2, 2 (Jun. 2026), 163–170. DOI:https://doi.org/10.71222/v8h8zm97.