| Gaussian process based optimization algorithms with input uncertainty H Wang, J Yuan, SH Ng IISE Transactions 52 (4), 377-393, 2020 | 27 | 2020 |
| A Gaussian process based algorithm for stochastic simulation optimization with input distribution uncertainty H Wang, SH Ng, X Zhang 2020 Winter Simulation Conference (WSC), 2899-2910, 2020 | 8 | 2020 |
| A nonparametric Bayesian approach for simulation optimization with input uncertainty H Wang, X Zhang, SH Ng arXiv preprint arXiv:2008.02154, 2020 | 5 | 2020 |
| Bayesian Optimization with Switching Cost: Regret Analysis and Lookahead Variants. P Liu, H Wang, W Qiyu IJCAI, 4011-4018, 2023 | 4* | 2023 |
| Informational approach to global optimization with input uncertainty for homoscedastic stochastic simulation H Wang, J Yuan, SH Ng 2018 IEEE International Conference on Industrial Engineering and Engineering …, 2018 | 4 | 2018 |
| Robust Waveform Design for Integrated Sensing and Communication S Wang, W Dai, H Wang, GY Li IEEE Transactions on Signal Processing, 2024 | 3 | 2024 |
| Adjusted expected improvement for cumulative regret minimization in noisy bayesian optimization S Hu, H Wang, Z Dai, BKH Low, SH Ng arXiv preprint arXiv:2205.04901, 2022 | 3 | 2022 |
| Learning Against Distributional Uncertainty: On the Trade-off Between Robustness and Specificity S Wang, H Wang, J Honorio arXiv preprint arXiv:2301.13565, 2023 | 2 | 2023 |
| Distributional Robustness Bounds Generalization Errors S Wang, H Wang arXiv preprint arXiv:2212.09962, 2022 | 2 | 2022 |
| Enhanced Global Optimization With Parallel Global and Local Structures for Real-Time Control Systems Q Meng, H Wang, S Wang, SH Ng IEEE Transactions on Automation Science and Engineering, 2023 | 1 | 2023 |
| Multi-output discrete grey model tailored for electricity consumption forecast X Zhang, Y Dang, S Ding, H Wang, F Ding Applied Mathematical Modelling, 115822, 2024 | | 2024 |
| ReShape: A Universal Data Processing Approach for Clustering Inhomogeneous and Weakly Separated Manifold Data Z Shang, Y Dang, J Zhu, H Wang, J Wang IEEE Transactions on Industrial Informatics, 2024 | | 2024 |
| Cluster-Based Sampling Allocation for Multi-Fidelity Simulation Optimization Z Cao, H Li, EP Chew, H Wang, KC Tan 2023 Winter Simulation Conference (WSC), 3448-3459, 2023 | | 2023 |
| Simulation Optimization with Multiple Attempts J Men, Z Liu, S Wang, H Wang 2023 Winter Simulation Conference (WSC), 3472-3483, 2023 | | 2023 |
| Finite Simulation Budget Allocation for Ranking and Selection Z Cao, H Wang, EP Chew, H Li, KC Tan arXiv preprint arXiv:2304.02377, 2023 | | 2023 |
| A model aggregation approach for high-dimensional large-scale optimization H Wang, E Zhang, SH Ng, G Pedrielli arXiv preprint arXiv:2205.07525, 2022 | | 2022 |
Ng Szu HuiDepartment of Industrial Systems Engineering & Management, National University of SingaporeVerified email at nus.edu.sg
