A joint Gaussian process metamodel to improve quantile predictions. - Songhao Wang; Szu Hui Ng (WSC, 2017)

Quantile simulation Optimization with stochastic Co-Kriging Model. - Songhao Wang; Szu Hui Ng; William Benjamin Haskell (WSC, 2018)

Partition-Based Bayesian Optimization for Stochastic Simulations. - Songhao Wang; Szu Hui Ng (WSC, 2020)

An extended Two-Stage Sequential Optimization approach: Properties and performance. - Giulia Pedrielli; Songhao Wang; Szu Hui Ng (Eur. J. Oper. Res., 2020)

Enhancing Response Predictions with a Joint Gaussian Process Model for Stochastic Simulation Models. - Songhao Wang; Szu Hui Ng (ACM Trans. Model. Comput. Simul., 2020)

Tensor Voting Based Similarity Matching of Wafer Bin Maps in Semiconductor Manufacturing. - Rui Wang; Songhao Wang (DSIT, 2022)

Combined Global and Local Search for Optimization with Gaussian Process Models. - Qun Meng; Songhao Wang; Szu Hui Ng (INFORMS J. Comput., 2022)

A Multilevel Simulation Optimization Approach for Quantile Functions. - Songhao Wang; Szu Hui Ng; William Benjamin Haskell (INFORMS J. Comput., 2022)

Bayesian Optimization over Mixed Type Inputs with Encoding Methods. - Zhihao Liu; Weiming Ou; Songhao Wang (PAKDD (2), 2023)

Simulation Optimization with Multiple Attempts. - Jingjun Men; Zhihao Liu; Songhao Wang; Haowei Wang (WSC, 2023)

Similarity searching for fault diagnosis of defect patterns in wafer bin maps. - Rui Wang 058; Songhao Wang (Comput. Ind. Eng., 2023)

Simulation Optimization With Non-Stationary Streaming Input Data. - Songhao Wang; Haowei Wang; Jianglin Xia; Xiuqin Xu (WSC, 2024)

Enhanced Global Optimization With Parallel Global and Local Structures for Real-Time Control Systems. - Qun Meng; Haowei Wang; Songhao Wang; Szu Hui Ng (IEEE Trans Autom. Sci. Eng., 2024)

Weighted Euclidean Distance Matrices over Mixed Continuous and Categorical Inputs for Gaussian Process Models. - Mingyu Pu; Songhao Wang; Haowei Wang; Szu Hui Ng (AISTATS, 2025)

Three-dimensional geometrically nonlinear analysis of functionally graded microshell structures using corotational finite element method based on modified couple stress theory. - Songhao Wang; Zhenghua Qian; Yan Shang (Comput. Math. Appl., 2025)

Competitive multi-task Bayesian optimization with an application in hyperparameter tuning of additive manufacturing. - Songhao Wang; Weiming Ou; Zhihao Liu; Bo Du; Rui Wang 058 (Expert Syst. Appl., 2025)

Shape prior guided defect pattern classification and segmentation in wafer bin maps. - Rui Wang 076; Songhao Wang; Ben Niu (J. Intell. Manuf., 2025)

Gradient-based Sample Selection for Faster Bayesian Optimization. - Qiyu Wei; Haowei Wang; Zirui Cao; Songhao Wang; Richard Allmendinger 001; Mauricio A. Álvarez (CoRR, 2025)