Distributed evolution strategies for large-scale optimization. - Qiqi Duan; Guochen Zhou; Chang Shao; Yijun Yang; Yuhui Shi 001 (GECCO Companion, 2022)

Collective Learning of Low-Memory Matrix Adaptation for Large-Scale Black-Box Optimization. - Qiqi Duan; Guochen Zhou; Chang Shao; Yijun Yang; Yuhui Shi 001 (PPSN (2), 2022)

PyPop7: A Pure-Python Library for Population-Based Black-Box Optimization. - Qiqi Duan; Guochen Zhou; Chang Shao; Zhuowei Wang 003; Mingyang Feng; Yijun Yang; Qi Zhao; Yuhui Shi 001 (CoRR, 2022)

Distributed Evolution Strategies with Multi-Level Learning for Large-Scale Black-Box Optimization. - Qiqi Duan; Chang Shao; Guochen Zhou; Qi Zhao; Yuhui Shi 001 (CoRR, 2023)

Cooperative coevolution for non-separable large-scale black-box optimization: Convergence analyses and distributed accelerations. - Qiqi Duan; Chang Shao; Guochen Zhou; Haobin Yang; Qi Zhao; Yuhui Shi 001 (Appl. Soft Comput., 2024)

Distributed Evolution Strategies With Multi-Level Learning for Large-Scale Black-Box Optimization. - Qiqi Duan; Chang Shao; Guochen Zhou; Minghan Zhang; Qi Zhao; Yuhui Shi 001 (IEEE Trans. Parallel Distributed Syst., 2024)