A Zeroth-Order Block Coordinate Descent Algorithm for Huge-Scale Black-Box Optimization. - HanQin Cai; Yuchen Lou; Daniel McKenzie; Wotao Yin (ICML, 2021)

Noise-Tolerant Optimization Methods for the Solution of a Robust Design Problem. - Yuchen Lou; Shigeng Sun; Jorge Nocedal (CoRR, 2024)

Design Guidelines for Noise-Tolerant Optimization with Applications in Robust Design. - Yuchen Lou; Shigeng Sun; Jorge Nocedal (SIAM J. Sci. Comput., 2025)