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Zhiyuan Huang
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2020 – today
- 2024
- [j14]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) - [j13]Ayumu Yamada, Zhiyuan Huang, Naoko Misawa, Chihiro Matsui, Ken Takeuchi:
Comprehensive Analysis of Read Fluctuations in ReRAM CiM by Using Fluctuation Pattern Classifier. IEICE Trans. Electron. 107(10): 416-425 (2024) - [j12]Yuanlu Bai, Zhiyuan Huang, Henry Lam, Ding Zhao:
Overconservativeness of Variance-Based Efficiency Criteria and Probabilistic Efficiency in Rare-Event Simulation. Manag. Sci. 70(10): 6852-6873 (2024) - [j11]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): 1930-1940 (2024) - [i13]Longtao Zheng, Zhiyuan Huang, Zhenghai Xue, Xinrun Wang, Bo An, Shuicheng Yan:
AgentStudio: A Toolkit for Building General Virtual Agents. CoRR abs/2403.17918 (2024) - 2023
- [j10]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): 615-651 (2023) - [c19]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: 468-472 - [i12]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 abs/2310.19019 (2023) - 2022
- [j9]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: 100259 (2022) - [j8]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): 18:1-18:33 (2022) - [c18]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: 12919-12926 - [c17]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: 1736-1742 - [i11]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 abs/2204.02351 (2022) - 2021
- [j7]L. Jeff Hong, Zhiyuan Huang, Henry Lam:
Learning-Based Robust Optimization: Procedures and Statistical Guarantees. Manag. Sci. 67(6): 3447-3467 (2021) - [c16]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: 595-603 - [c15]Zhiyuan Huang, Jun Zheng, Mingjun Xiao:
Privacy-Enhanced Crowdsourcing Data Trading based on Blockchain and Stackelberg Game. MASS 2021: 621-626 - [c14]Zhiyuan Huang, Zhaohui Hou, Pingyu Wang, Fei Su, Zhicheng Zhao:
Rethinking Anchor-Object Matching and Encoding in Rotating Object Detection. VCIP 2021: 1-5 - [i10]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 abs/2106.10566 (2021) - 2020
- [j6]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: 101894 (2020) - [j5]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): 1958-1968 (2020) - [j4]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: 1203-1218 (2020) - [i9]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 abs/2006.15722 (2020) - [i8]Yuanlu Bai, Zhiyuan Huang, Henry Lam, Ding Zhao:
Rare-Event Simulation for Neural Network and Random Forest Predictors. CoRR abs/2010.04890 (2020)
2010 – 2019
- 2019
- [j3]Jingang Jiang, Zhiyuan Huang, Wei Qian, Yongde Zhang, Yi Liu:
Registration Technology of Augmented Reality in Oral Medicine: A Review. IEEE Access 7: 53566-53584 (2019) - [c13]Zhiyuan Huang, Mansur Arief, Henry Lam, Ding Zhao:
Evaluation Uncertainty in Data-Driven Self-Driving Testing. ITSC 2019: 1902-1907 - [c12]Zhiyuan Huang, Henry Lam:
On The Impacts of Tail Model Uncertainty in Rare-Event Estimation. WSC 2019: 950-961 - [i7]Zhiyuan Huang, Mansur Arief, Henry Lam, Ding Zhao:
Assessing Modeling Variability in Autonomous Vehicle Accelerated Evaluation. CoRR abs/1904.09306 (2019) - 2018
- [j2]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): 677-695 (2018) - [j1]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): 2845-2855 (2018) - [c11]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: 4796-4802 - [c10]Zhiyuan Huang, Mansur Arief, Henry Lam, Ding Zhao:
Synthesis of Different Autonomous Vehicles Test Approaches. ITSC 2018: 2000-2005 - [c9]Zhiyuan Huang, Henry Lam, Ding Zhao:
Designing Importance samplers to simulate Machine Learning Predictors via Optimization. WSC 2018: 1730-1741 - [c8]Zhiyuan Huang, Henry Lam, Ding Zhao:
Rare-Event simulation without Structural Information: a Learning-based Approach. WSC 2018: 1826-1837 - 2017
- [c7]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: 197-202 - [c6]Zhiyuan Huang, Henry Lam, Ding Zhao:
Towards affordable on-track testing for autonomous vehicle - A Kriging-based statistical approach. ITSC 2017: 1-6 - [c5]Zhiyuan Huang, Henry Lam, Ding Zhao:
An accelerated testing approach for automated vehicles with background traffic described by joint distributions. ITSC 2017: 933-938 - [c4]Zhiyuan Huang, Henry Lam, Ding Zhao:
Sequential experimentation to efficiently test automated vehicles. WSC 2017: 3078-3089 - [i6]Zhiyuan Huang, Ding Zhao, Henry Lam, David J. LeBlanc:
Accelerated Evaluation of Automated Vehicles Using Piecewise Mixture Models. CoRR abs/1701.08915 (2017) - [i5]Zhiyuan Huang, Henry Lam, Ding Zhao:
Sequential Experimentation to Efficiently Test Automated Vehicles. CoRR abs/1707.00224 (2017) - [i4]Zhiyuan Huang, Henry Lam, Ding Zhao:
An Accelerated Testing Approach for Automated Vehicles with Background Traffic Described by Joint Distributions. CoRR abs/1707.04896 (2017) - [i3]Zhiyuan Huang, Henry Lam, Ding Zhao:
Towards Affordable On-track Testing for Autonomous Vehicle - A Kriging-based Statistical Approach. CoRR abs/1707.04897 (2017) - [i2]Zhiyuan Huang, Yaohui Guo, Henry Lam, Ding Zhao:
A Versatile Approach to Evaluating and Testing Automated Vehicles based on Kernel Methods. CoRR abs/1710.00283 (2017) - 2016
- [c3]L. Jeff Hong, Zhiyuan Huang, Henry Lam:
Approximating data-driven joint chance-constrained programs via uncertainty set construction. WSC 2016: 389-400 - [i1]Zhiyuan Huang, Ding Zhao, Henry Lam, David J. LeBlanc, Huei Peng:
Accelerated Evaluation of Automated Vehicles using Piecewise Mixture Distribution Models. CoRR abs/1610.09450 (2016) - 2013
- [c2]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: 620-621 - 2011
- [c1]Linghua Zhang, Zhiyuan Huang, Xulai Cao:
A digital audio watermarking algorithm based on block encoding. WCSP 2011: 1-5
Coauthor Index
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