| 2025 | AISTATS | Weighted Euclidean Distance Matrices over Mixed Continuous and Categorical Inputs for Gaussian Process Models. | Mingyu Pu, Songhao Wang, Haowei Wang, Szu Hui Ng |
| 2025 | WSC | Nested Denoising Diffusion Sampling for Global Optimization. | Yuhao Wang, Haowei Wang, Enlu Zhou, Szu Hui Ng |
| 2025 | UAI | A Trajectory-Based Bayesian Approach to Multi-Objective Hyperparameter Optimization with Epoch-Aware Trade-Offs. | Wenyu Wang, Zheyi Fan, Szu Hui Ng |
| 2022 | WSC | Gaussian Processes for High-Dimensional, Large Data Sets: A Review. | Mengrui Mina Jiang, Giulia Pedrielli, Szu Hui Ng |
| 2020 | WSC | Partition-Based Bayesian Optimization for Stochastic Simulations. | Songhao Wang, Szu Hui Ng |
| 2020 | WSC | A Gaussian Process Based Algorithm for Stochastic Simulation Optimization with Input Distribution Uncertainty. | Haowei Wang, Szu Hui Ng, Xun Zhang |
| 2020 | WSC | Stochastic Gaussian Process Model Averaging for High-Dimensional Inputs. | Maxime Xuereb, Szu Hui Ng, Giulia Pedrielli |
| 2018 | WSC | Quantile simulation Optimization with stochastic Co-Kriging Model. | Songhao Wang, Szu Hui Ng, William Benjamin Haskell |
| 2017 | WSC | Trust region based stochastic optimization with adaptive restart: A family of global optimization algorithms. | Logan Mathesen, Giulia Pedrielli, Szu Hui Ng |
| 2017 | WSC | Enhancing pattern search for global optimization with an additive global and local Gaussian Process model. | Qun Meng, Szu Hui Ng |
| 2017 | WSC | A joint Gaussian process metamodel to improve quantile predictions. | Songhao Wang, Szu Hui Ng |
| 2016 | WSC | Combined Global and Local method for stochastic simulation optimization with an AGLGP model. | Qun Meng, Szu Hui Ng |
| 2016 | WSC | G-STAR: A new Kriging-based trust region method for global optimization. | Giulia Pedrielli, Szu Hui Ng |
| 2015 | WSC | An additive global and local gaussian process model for large data sets. | Qun Meng, Szu Hui Ng |
| 2015 | WSC | Kriging-based simulation-optimization: a stochastic recursion perspective. | Giulia Pedrielli, Szu Hui Ng |
| 2014 | WSC | SNAT: simulation-based search for navigation safety. The case of Singapore strait. | Xingyi Chen, Giulia Pedrielli, Szu Hui Ng |
| 2013 | WSC | An entropy based sequential calibration approach for stochastic computer models. | Yuan Jun, Szu Hui Ng |
| 2010 | WSC | A Bayesian metamodeling approach for stochastic simulations. | Jun Yin, Szu Hui Ng, Kien Ming Ng |
| 2009 | WSC | A Study on the Effects of Parameter Estimation on Kriging Model's Prediction Error in Stochastic Simulations. | Jun Yin, Szu Hui Ng, Kien Ming Ng |
| 2006 | COMPSAC | Early Software Reliability Prediction with Extended ANN Model. | Q. P. Hu, Yuan-Shun Dai, Min Xie, Szu Hui Ng |
| 2006 | PRDC | Early Software Reliability Prediction with ANN Models. | Q. P. Hu, Min Xie, Szu Hui Ng |
| 2006 | PRDC | Detection and Correction Process Modeling Considering the Time Dependency. | Y. P. Wu, Q. P. Hu, Min Xie, Szu Hui Ng |
| 2005 | PRDC | Bayesian Networks Modeling for Software Inspection Effectiveness. | Y. P. Wu, Q. P. Hu, Szu Hui Ng, Min Xie |
| 2004 | ESANN | Time Series Analysis for Quality Improvement: a Soft Computing Approach. | Kai Xu, Szu Hui Ng, S. L. Ho |
| 2003 | WSC | Simulation test bed for manufacturing analysis: benchmarking of a stochastic production planning model in a simulation testbed. | Germn Riao, Richard F. Serfozo, Steven Hackman, Szu Hui Ng, Lai Peng Chan, Peter Lendermann |
| 2002 | WSC | Simulation input analysis: joint criterion for factor identification and parameter estimation. | Stephen E. Chick, Szu Hui Ng |
| 2001 | WSC | Reducing input parameter uncertainty for simulations. | Szu Hui Ng, Stephen E. Chick |