Large Language Model as Meta-Surrogate for Data-Driven Many-Task Optimization: A Proof-of-Principle Study. - Xian-Rong Zhang; Yue-Jiao Gong; Jun Zhang 003 (CoRR, 2025)

Island-Based Evolutionary Computation with Diverse Surrogates and Adaptive Knowledge Transfer for High-Dimensional Data-Driven Optimization. - Xian-Rong Zhang; Yue-Jiao Gong; Zhiguang Cao; Jun Zhang 003 (CoRR, 2025)

Large language model as meta-surrogate for offline data-driven many-task optimization: A proof-of-principle study. - Xian-Rong Zhang; Yue-Jiao Gong; Yuanting Zhong; Ting Huang 001; Jun Zhang 003 (Inf. Sci., 2026)