Accelerated Evaluation of Automated Vehicles Using Piecewise Mixture ModelsHuang, Zhiyuan; Lam, Henry; LeBlanc, David J.; Zhao, Ding · IEEE Transactions on Intelligent Transportation Systems · 2017

[IEEE 2017 Winter Simulation Conference (WSC) - Las Vegas, NV (2017.12.3-2017.12.6)] 2017 Winter Simulation Conference (WSC) - Sequential experimentation to efficiently test automated vehiclesHuang, Zhiyuan; Lam, Henry; Zhao, Ding · 2017

[IEEE 2018 Winter Simulation Conference (WSC) - Gothenburg, Sweden (2018.12.9-2018.12.12)] 2018 Winter Simulation Conference (WSC) - DESIGNING IMPORTANCE SAMPLERS TO SIMULATE MACHINE LEARNING PREDICTORS VIA OPTIMIZATIONHuang, Zhiyuan; Lam, Henry; Zhao, Ding · 2018

[IEEE 2018 Winter Simulation Conference (WSC) - Gothenburg, Sweden (2018.12.9-2018.12.12)] 2018 Winter Simulation Conference (WSC) - RARE-EVENT SIMULATION WITHOUT STRUCTURAL INFORMATION: A LEARNING-BASED APPROACHHuang, Zhiyuan; Lam, Henry; Zhao, Ding · 2018

[IEEE 2016 Winter Simulation Conference (WSC) - Washington, DC, USA (2016.12.11-2016.12.14)] 2016 Winter Simulation Conference (WSC) - Approximating data-driven joint chance-constrained programs via uncertainty set constructionHong, L. Jeff; Zhiyuan Huang, ; Lam, Henry · 2016

[IEEE 2019 IEEE Intelligent Transportation Systems Conference - ITSC - Auckland, New Zealand (2019.10.27-2019.10.30)] 2019 IEEE Intelligent Transportation Systems Conference (ITSC) - Evaluation Uncertainty in Data-Driven Self-Driving TestingHuang, Zhiyuan; Arief, Mansur; Lam, Henry; Zhao, Ding · 2019

[IEEE 2018 Annual American Control Conference (ACC) - Milwaukee, WI (2018.6.27-2018.6.29)] 2018 Annual American Control Conference (ACC) - A Versatile Approach to Evaluating and Testing Automated Vehicles based on Kernel MethodsHuang, Zhiyuan; Guo, Yaohui; Arief, Mansur; Lam, Henry; Zhao, Ding · 2018