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2020 – today
- 2025
[j8]Songhao Wang, Weiming Ou, Zhihao Liu, Bo Du, Rui Wang:
Competitive multi-task Bayesian optimization with an application in hyperparameter tuning of additive manufacturing. Expert Syst. Appl. 262: 125618 (2025)- [j7]Rui Wang, Songhao Wang, Ben Niu:
Shape prior guided defect pattern classification and segmentation in wafer bin maps. J. Intell. Manuf. 36(1): 319-330 (2025) - 2024
- [j6]Qun Meng, Haowei Wang, Songhao Wang
, Szu Hui Ng:
Enhanced Global Optimization With Parallel Global and Local Structures for Real-Time Control Systems. IEEE Trans Autom. Sci. Eng. 21(3): 3298-3309 (2024) - 2023
- [j5]Rui Wang, Songhao Wang:
Similarity searching for fault diagnosis of defect patterns in wafer bin maps. Comput. Ind. Eng. 185: 109679 (2023) - [c6]Zhihao Liu, Weiming Ou, Songhao Wang:
Bayesian Optimization over Mixed Type Inputs with Encoding Methods. PAKDD (2) 2023: 203-215 - [c5]Jingjun Men, Zhihao Liu, Songhao Wang, Haowei Wang:
Simulation Optimization with Multiple Attempts. WSC 2023: 3472-3483 - 2022
- [j4]Songhao Wang, Szu Hui Ng, William Benjamin Haskell:
A Multilevel Simulation Optimization Approach for Quantile Functions. INFORMS J. Comput. 34(1): 569-585 (2022) - [j3]Qun Meng, Songhao Wang, Szu Hui Ng:
Combined Global and Local Search for Optimization with Gaussian Process Models. INFORMS J. Comput. 34(1): 622-637 (2022) - [c4]Rui Wang, Songhao Wang:
Tensor Voting Based Similarity Matching of Wafer Bin Maps in Semiconductor Manufacturing. DSIT 2022: 1-6 - 2021
- [i1]Qun Meng, Songhao Wang, Szu Hui Ng:
Combined Global and Local Search for Optimization with Gaussian Process Models. CoRR abs/2107.03217 (2021) - 2020
- [j2]Giulia Pedrielli, Songhao Wang, Szu Hui Ng:
An extended Two-Stage Sequential Optimization approach: Properties and performance. Eur. J. Oper. Res. 287(3): 929-945 (2020) - [j1]Songhao Wang, Szu Hui Ng:
Enhancing Response Predictions with a Joint Gaussian Process Model for Stochastic Simulation Models. ACM Trans. Model. Comput. Simul. 30(1): 4:1-4:25 (2020) - [c3]Songhao Wang, Szu Hui Ng:
Partition-Based Bayesian Optimization for Stochastic Simulations. WSC 2020: 2832-2843
2010 – 2019
- 2018
- [c2]Songhao Wang, Szu Hui Ng, William Benjamin Haskell:
Quantile simulation Optimization with stochastic Co-Kriging Model. WSC 2018: 2119-2130 - 2017
- [c1]Songhao Wang, Szu Hui Ng:
A joint Gaussian process metamodel to improve quantile predictions. WSC 2017: 1891-1902
Coauthor Index
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