16 citations · 53 across the 8 of their papers we have counts for
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cs.CE2026★ 11 cited
KT-EGO: A Knowledge Transfer Assisted Efficient Global Optimization Algorithm for Solving High-Dimensional Expensive Black-Box Problems
Qineng Wang, Liming Song, Yun Chen +3
Many engineering problems involve optimizing a high-dimensional expensive black-box (HEB) design space. To solve such problems efficiently, we propose a knowledge transfer assisted…
cs.CE2026★ 13 cited
Parallel Multi-Fidelity Expected Improvement Method for Efficient Global Optimization
Zhendong Guo, Qineng Wang, Liming Song +1
Multi-Fidelity optimization (MFO) has received extensive attentions in engineering design, which resorts to augmenting the small number of expensive high-fidelity (HF) samples by a…