From October 28 to 30, the 11th Symposium on Computational Statistical Mechanics of Complex Systems was held in Xiamen by the School of Chemistry and Chemical Engineering of Xiamen University and the State Key Laboratory of Solid Surface Physical Chemistry. Dr. Yaoqi Zhou was invited to attend the meeting and share the report: Protein Design: From Energy Function to AI.