Songhao Wang

20 papers A 1Misc 5Journal 12Unranked 2
YearRankTypeTitle / Venue / Authors
2025 J jnl
Competitive multi-task Bayesian optimization with an application in hyperparameter tuning of additive manufacturing.
Expert Syst. Appl.
Songhao Wang, Weiming Ou, Zhihao Liu, Bo Du, Rui Wang
2025 J jnl
Gradient-based Sample Selection for Faster Bayesian Optimization.
CoRR
Qiyu Wei, Haowei Wang, Zirui Cao, Songhao Wang, Richard Allmendinger, Mauricio A. Álvarez
2025 J jnl
Shape prior guided defect pattern classification and segmentation in wafer bin maps.
J. Intell. Manuf.
Rui Wang, Songhao Wang, Ben Niu
2025 J jnl
Three-dimensional geometrically nonlinear analysis of functionally graded microshell structures using corotational finite element method based on modified couple stress theory.
Comput. Math. Appl.
Songhao Wang, Zhenghua Qian, Yan Shang
2025 A conf
Weighted Euclidean Distance Matrices over Mixed Continuous and Categorical Inputs for Gaussian Process Models.
AISTATS
Mingyu Pu, Songhao Wang, Haowei Wang, Szu Hui Ng
2025 J jnl
Weighted Euclidean Distance Matrices over Mixed Continuous and Categorical Inputs for Gaussian Process Models.
CoRR
Mingyu Pu, Songhao Wang, Haowei Wang, Szu Hui Ng
2024 J jnl
Enhanced Global Optimization With Parallel Global and Local Structures for Real-Time Control Systems.
IEEE Trans Autom. Sci. Eng.
Qun Meng, Haowei Wang, Songhao Wang, Szu Hui Ng
2024 Misc conf
Simulation Optimization With Non-Stationary Streaming Input Data.
WSC
Songhao Wang, Haowei Wang, Jianglin Xia, Xiuqin Xu
2023 — conf
Bayesian Optimization over Mixed Type Inputs with Encoding Methods.
PAKDD (2)
Zhihao Liu, Weiming Ou, Songhao Wang
2023 J jnl
Similarity searching for fault diagnosis of defect patterns in wafer bin maps.
Comput. Ind. Eng.
Rui Wang, Songhao Wang
2023 Misc conf
Simulation Optimization with Multiple Attempts.
WSC
Jingjun Men, Zhihao Liu, Songhao Wang, Haowei Wang
2022 J jnl
A Multilevel Simulation Optimization Approach for Quantile Functions.
INFORMS J. Comput.
Songhao Wang, Szu Hui Ng, William Benjamin Haskell
2022 J jnl
Combined Global and Local Search for Optimization with Gaussian Process Models.
INFORMS J. Comput.
Qun Meng, Songhao Wang, Szu Hui Ng
2022 — conf
Tensor Voting Based Similarity Matching of Wafer Bin Maps in Semiconductor Manufacturing.
DSIT
Rui Wang, Songhao Wang
2021 J jnl
Combined Global and Local Search for Optimization with Gaussian Process Models.
CoRR
Qun Meng, Songhao Wang, Szu Hui Ng
2020 J jnl
An extended Two-Stage Sequential Optimization approach: Properties and performance.
Eur. J. Oper. Res.
Giulia Pedrielli, Songhao Wang, Szu Hui Ng
2020 J jnl
Enhancing Response Predictions with a Joint Gaussian Process Model for Stochastic Simulation Models.
ACM Trans. Model. Comput. Simul.
Songhao Wang, Szu Hui Ng
2020 Misc conf
Partition-Based Bayesian Optimization for Stochastic Simulations.
WSC
Songhao Wang, Szu Hui Ng
2018 Misc conf
Quantile simulation Optimization with stochastic Co-Kriging Model.
WSC
Songhao Wang, Szu Hui Ng, William Benjamin Haskell
2017 Misc conf
A joint Gaussian process metamodel to improve quantile predictions.
WSC
Songhao Wang, Szu Hui Ng