Zhiyuan Huang

Publication Activity (10 Years)

Years Active: 2011-2024
Publications (10 Years): 42

Top Topics

Robust Optimization

Policy Evaluation

Top Venues

IEEE Trans. Intell. Veh.

Publications

Zhiyuan Huang, Weiyao Lan, Xiao Yu
A Formal Control Framework of Autonomous Vehicle for Signal Temporal Logic Tasks and Obstacle Avoidance. IEEE Trans. Intell. Veh. 9 (1) (2024)
Jingang Jiang, Chuan Lin, Shuainan Xu, Yanxin Yu, Liang Yao, Zhiyuan Huang
Application-Oriented Modeling of Soft Actuator Ionic Polymer-Metal Composites: A Review. Adv. Intell. Syst. 6 (3) (2024)
Longtao Zheng, Zhiyuan Huang, Zhenghai Xue, Xinrun Wang, Bo An, Shuicheng Yan
AgentStudio: A Toolkit for Building General Virtual Agents. CoRR (2024)
Jingang Jiang, Yafeng Guo, Zhuming Bi, Zhiyuan Huang, Guang Yu, Jinke Wang
Segmentation of prostate ultrasound images: the state of the art and the future directions of segmentation algorithms. Artif. Intell. Rev. 56 (1) (2023)
Nan He, Hanyu Lai, Chenyang Zhao, Zirui Cheng, Junting Pan, Ruoyu Qin, Ruofan Lu, Rui Lu, Yunchen Zhang, Gangming Zhao, Zhaohui Hou, Zhiyuan Huang, Shaoqing Lu, Ding Liang, Mingjie Zhan
TeacherLM: Teaching to Fish Rather Than Giving the Fish, Language Modeling Likewise. CoRR (2023)
Dongjia Liu, Jiangque Fu, Xiongjun Tao, Zhiyuan Huang, Yukang Han, Han Cheng
Improved PS-InSAR Technology for Disaster Investigation and Monitoring of a Transmission Line Corridor. CIPAE (2023)
Yuanlu Bai, Zhiyuan Huang, Henry Lam, Ding Zhao
Rare-event Simulation for Neural Network and Random Forest Predictors. ACM Trans. Model. Comput. Simul. 32 (3) (2022)
Mansur Arief, Zhepeng Cen, Zhenyuan Liu, Zhiyuan Huang, Bo Li, Henry Lam, Ding Zhao
Certifiable Evaluation for Autonomous Vehicle Perception Systems using Deep Importance Sampling (Deep IS). ITSC (2022)
Mengdi Xu, Peide Huang, Fengpei Li, Jiacheng Zhu, Xuewei Qi, Kentaro Oguchi, Zhiyuan Huang, Henry Lam, Ding Zhao
Scalable Safety-Critical Policy Evaluation with Accelerated Rare Event Sampling. IROS (2022)
Jingang Jiang, Liang Yao, Zhiyuan Huang, Guang Yu, Lihui Wang, Zhuming Bi
The state of the art of search strategies in robotic assembly. J. Ind. Inf. Integr. 26 (2022)
Mansur Arief, Zhepeng Cen, Zhenyuan Liu, Zhiyuan Huang, Henry Lam, Bo Li, Ding Zhao
Test Against High-Dimensional Uncertainties: Accelerated Evaluation of Autonomous Vehicles with Deep Importance Sampling. CoRR (2022)
Zhiyuan Huang, Zhaohui Hou, Pingyu Wang, Fei Su, Zhicheng Zhao
Rethinking Anchor-Object Matching and Encoding in Rotating Object Detection. VCIP (2021)
Mengdi Xu, Peide Huang, Fengpei Li, Jiacheng Zhu, Xuewei Qi, Kentaro Oguchi, Zhiyuan Huang, Henry Lam, Ding Zhao
Accelerated Policy Evaluation: Learning Adversarial Environments with Adaptive Importance Sampling. CoRR (2021)
L. Jeff Hong, Zhiyuan Huang, Henry Lam
Learning-Based Robust Optimization: Procedures and Statistical Guarantees. Manag. Sci. 67 (6) (2021)
Zhiyuan Huang, Jun Zheng, Mingjun Xiao
Privacy-Enhanced Crowdsourcing Data Trading based on Blockchain and Stackelberg Game. MASS (2021)
Mansur Arief, Zhiyuan Huang, Guru Koushik Senthil Kumar, Yuanlu Bai, Shengyi He, Wenhao Ding, Henry Lam, Ding Zhao
Deep Probabilistic Accelerated Evaluation: A Robust Certifiable Rare-Event Simulation Methodology for Black-Box Safety-Critical Systems. AISTATS (2021)
Zhiyuan Huang, Zixiang Chen, Qiyang Zhang, Guotao Quan, Min Ji, Chengjin Zhang, Yongfeng Yang, Xin Liu, Dong Liang, Hairong Zheng, Zhanli Hu
CaGAN: A Cycle-Consistent Generative Adversarial Network With Attention for Low-Dose CT Imaging. IEEE Trans. Computational Imaging 6 (2020)
Mansur Arief, Zhiyuan Huang, Guru Koushik Senthil Kumar, Yuanlu Bai, Shengyi He, Wenhao Ding, Henry Lam, Ding Zhao
Deep Probabilistic Accelerated Evaluation: A Certifiable Rare-Event Simulation Methodology for Black-Box Autonomy. CoRR (2020)
Yuanlu Bai, Zhiyuan Huang, Henry Lam, Ding Zhao
Rare-Event Simulation for Neural Network and Random Forest Predictors. CoRR (2020)
Jingang Jiang, Zhiyuan Huang, Zhuming Bi, Xuefeng Ma, Guang Yu
State-of-the-Art control strategies for robotic PiH assembly. Robotics Comput. Integr. Manuf. 65 (2020)
Jingang Jiang, Zhiyuan Huang, Xuefeng Ma, Yongde Zhang, Tianhua He, Yi Liu
Establishment and Experiment of Utility Archwire Dynamic Orthodontic Moment Prediction Model. IEEE Trans. Biomed. Eng. 67 (7) (2020)
Zhiyuan Huang, Henry Lam
On The Impacts of Tail Model Uncertainty in Rare-Event Estimation. WSC (2019)
Zhiyuan Huang, Mansur Arief, Henry Lam, Ding Zhao
Evaluation Uncertainty in Data-Driven Self-Driving Testing. ITSC (2019)
Jingang Jiang, Zhiyuan Huang, Wei Qian, Yongde Zhang, Yi Liu
Registration Technology of Augmented Reality in Oral Medicine: A Review. IEEE Access 7 (2019)
Zhiyuan Huang, Mansur Arief, Henry Lam, Ding Zhao
Assessing Modeling Variability in Autonomous Vehicle Accelerated Evaluation. CoRR (2019)
Zhiyuan Huang, Henry Lam, Ding Zhao
Designing Importance samplers to simulate Machine Learning Predictors via Optimization. WSC (2018)
Zhiyuan Huang, Henry Lam, David J. LeBlanc, Ding Zhao
Accelerated Evaluation of Automated Vehicles Using Piecewise Mixture Models. IEEE Trans. Intell. Transp. Syst. 19 (9) (2018)
Zhiyuan Huang, Henry Lam, Ding Zhao
Rare-Event simulation without Structural Information: a Learning-based Approach. WSC (2018)
Zhiyuan Huang, Mansur Arief, Henry Lam, Ding Zhao
Synthesis of Different Autonomous Vehicles Test Approaches. ITSC (2018)
Zhiyuan Huang, Yaohui Guo, Mansur Arief, Henry Lam, Ding Zhao
A Versatile Approach to Evaluating and Testing Automated Vehicles based on Kernel Methods. ACC (2018)
Zhiyuan Huang, Ai Han, Shouyang Wang
Component ACD Model and Its Application in Studying the Price-Related Feedback Effect in Investor Trading Behaviors in Chinese Stock Market. J. Syst. Sci. Complex. 31 (3) (2018)
Zhiyuan Huang, Ding Zhao, Henry Lam, David J. LeBlanc
Accelerated Evaluation of Automated Vehicles Using Piecewise Mixture Models. CoRR (2017)
Zhiyuan Huang, Henry Lam, Ding Zhao
Towards affordable on-track testing for autonomous vehicle - A Kriging-based statistical approach. ITSC (2017)
Zhiyuan Huang, Henry Lam, Ding Zhao
Towards Affordable On-track Testing for Autonomous Vehicle - A Kriging-based Statistical Approach. CoRR (2017)
Zhiyuan Huang, Henry Lam, Ding Zhao
An Accelerated Testing Approach for Automated Vehicles with Background Traffic Described by Joint Distributions. CoRR (2017)
Zhiyuan Huang, Henry Lam, Ding Zhao
An accelerated testing approach for automated vehicles with background traffic described by joint distributions. ITSC (2017)
Zhiyuan Huang, Henry Lam, Ding Zhao
Sequential Experimentation to Efficiently Test Automated Vehicles. CoRR (2017)
Zhiyuan Huang, Henry Lam, Ding Zhao
Sequential experimentation to efficiently test automated vehicles. WSC (2017)
Zhiyuan Huang, Yaohui Guo, Henry Lam, Ding Zhao
A Versatile Approach to Evaluating and Testing Automated Vehicles based on Kernel Methods. CoRR (2017)
Zhiyuan Huang, Ding Zhao, Henry Lam, David J. LeBlanc, Huei Peng
Evaluation of automated vehicles in the frontal cut-in scenario - An enhanced approach using piecewise mixture models. ICRA (2017)
L. Jeff Hong, Zhiyuan Huang, Henry Lam
Approximating data-driven joint chance-constrained programs via uncertainty set construction. WSC (2016)
Zhiyuan Huang, Ding Zhao, Henry Lam, David J. LeBlanc, Huei Peng
Accelerated Evaluation of Automated Vehicles using Piecewise Mixture Distribution Models. CoRR (2016)
Zhiyuan Huang, Tingting Zhang, Rongshan Wang, Fan Zhang, Zhangyuan Chen
Inter-channel nonlinearity equalization based on Volterra series in polarization-division-multiplexed WDM systems. APCC (2013)
Linghua Zhang, Zhiyuan Huang, Xulai Cao
A digital audio watermarking algorithm based on block encoding. WCSP (2011)