A distance correlation-based Kriging modeling method for high-dimensional problems. - Chongbo Fu; Peng Wang 021; Liang Zhao 025; Xinjing Wang (Knowl. Based Syst., 2020)

Exact Formulas for the Computation of Expected Tchebycheff Improvement. - Liang Zhao 025; Qingfu Zhang 001 (CEC, 2023)

LibMOON: A Gradient-based MultiObjective OptimizatioN Library in PyTorch. - Xiaoyuan Zhang; Liang Zhao 025; Yingying Yu; Xi Lin 001; Yifan Chen 004; Han Zhao 002; Qingfu Zhang 001 (NeurIPS, 2024)

LibMOON: A Gradient-based MultiObjective OptimizatioN Library in PyTorch. - Xiaoyuan Zhang; Liang Zhao 025; Yingying Yu; Xi Lin 001; Zhenkun Wang 001; Han Zhao 002; Qingfu Zhang 001 (CoRR, 2024)

Hypervolume-Guided Decomposition for Parallel Expensive Multiobjective Optimization. - Liang Zhao 025; Qingfu Zhang 001 (IEEE Trans. Evol. Comput., 2024)

FoMEMO: Towards Foundation Models for Expensive Multi-objective Optimization. - Yiming Yao; Fei Liu 044; Liang Zhao 025; Xi Lin 001; Qingfu Zhang 001 (CoRR, 2025)