Zhiyuan Huang

发表

On The Impacts of Tail Model Uncertainty in Rare-Event Estimation

Henry Lam, Zhiyuan Huang, H. Lam, 2019, 2019 Winter Simulation Conference (WSC).

DESIGNING IMPORTANCE SAMPLERS TO SIMULATE MACHINE LEARNING PREDICTORS VIA OPTIMIZATION

Ding Zhao, Henry Lam, Zhiyuan Huang, 2018, 2018 Winter Simulation Conference (WSC).

Sequential experimentation to efficiently test automated vehicles

Ding Zhao, Henry Lam, Zhiyuan Huang, 2017, 2017 Winter Simulation Conference (WSC).

Approximating data-driven joint chance-constrained programs via uncertainty set construction

L. Jeff Hong, Henry Lam, Zhiyuan Huang, 2016, 2016 Winter Simulation Conference (WSC).

Synthesis of Different Autonomous Vehicles Test Approaches

Ding Zhao, Henry Lam, Zhiyuan Huang, 2018, 2018 21st International Conference on Intelligent Transportation Systems (ITSC).

An accelerated testing approach for automated vehicles with background traffic described by joint distributions

Ding Zhao, Henry Lam, Zhiyuan Huang, 2017, 2017 IEEE 20th International Conference on Intelligent Transportation Systems (ITSC).

Evaluation of automated vehicles in the frontal cut-in scenario — An enhanced approach using piecewise mixture models

Ding Zhao, Huei Peng, Henry Lam, 2016, 2017 IEEE International Conference on Robotics and Automation (ICRA).

A Versatile Approach to Evaluating and Testing Automated Vehicles based on Kernel Methods

Yaohui Guo, Ding Zhao, Zhiyuan Huang, 2017, 2018 Annual American Control Conference (ACC).

A digital audio watermarking algorithm based on block encoding

Linghua Zhang, Zhiyuan Huang, Xulai Cao, 2011, 2011 International Conference on Wireless Communications and Signal Processing (WCSP).

RARE-EVENT SIMULATION WITHOUT STRUCTURAL INFORMATION: A LEARNING-BASED APPROACH

Ding Zhao, Henry Lam, Zhiyuan Huang, 2018, 2018 Winter Simulation Conference (WSC).

Data-Driven Methods and Applications for Optimization under Uncertainty and Rare-Event Simulation

Zhiyuan Huang, 2020 .

An Optimization Model for Urban Rail Transit Crew Pairing Problem Based on Workload Equilibrium

Feng Zhou, Wei Zhang, Zhiyuan Huang, 2018 .

Inter-channel nonlinearity equalization based on Volterra series in polarization-division-multiplexed WDM systems

Fan Zhang, Zhangyuan Chen, Tingting Zhang, 2013, 2013 19th Asia-Pacific Conference on Communications (APCC).

Component ACD Model and Its Application in Studying the Price-Related Feedback Effect in Investor Trading Behaviors in Chinese Stock Market

Shouyang Wang, Zhiyuan Huang, Ai Han, 2018, J. Syst. Sci. Complex..

Evaluation Uncertainty in Data-Driven Self-Driving Testing

Ding Zhao, Zhiyuan Huang, Mansur Arief, 2019, 2019 IEEE Intelligent Transportation Systems Conference (ITSC).

A Distributionally Robust Optimization Approach to the NASA Langley Uncertainty Quantification Challenge

Henry Lam, Zhiyuan Huang, Yuanlu Bai, 2020, Proceedings of the 30th European Safety and Reliability Conference and 15th Probabilistic Safety Assessment and Management Conference.

Accelerated Evaluation of Automated Vehicles Using Piecewise Mixture Models

Ding Zhao, Henry Lam, David J. LeBlanc, 2017, IEEE Transactions on Intelligent Transportation Systems.

Deep Probabilistic Accelerated Evaluation: A Certifiable Rare-Event Simulation Methodology for Black-Box Autonomy pdf

Wenhao Ding, Ding Zhao, Henry Lam, 2020, ArXiv.

Rare-event Simulation for Neural Network and Random Forest Predictors pdf

Ding Zhao, Henry Lam, Zhiyuan Huang, 2020, ACM Trans. Model. Comput. Simul..

Accelerated Evaluation of Automated Vehicles using Piecewise Mixture Distribution Models pdf

Ding Zhao, Huei Peng, Henry Lam, 2016, ArXiv.

Assessing Modeling Variability in Autonomous Vehicle Accelerated Evaluation pdf

Ding Zhao, Henry Lam, Zhiyuan Huang, 2019, ArXiv.

Towards affordable on-track testing for autonomous vehicle — A Kriging-based statistical approach

Ding Zhao, Henry Lam, Zhiyuan Huang, 2017, 2017 IEEE 20th International Conference on Intelligent Transportation Systems (ITSC).

Model Calibration via Distributionally Robust Optimization: On the NASA Langley Uncertainty Quantification Challenge

Henry Lam, Zhiyuan Huang, Yuanlu Bai, 2021, 2102.01840.

Deep Probabilistic Accelerated Evaluation: A Robust Certifiable Rare-Event Simulation Methodology for Black-Box Safety-Critical Systems

Wenhao Ding, Ding Zhao, Henry Lam, 2021, AISTATS.