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Xinpeng Liu

Orcid: 0000-0003-4185-4419

Affiliations:
  • Dalian University of Technology, School of Control Science and Engineering, China
  • Harbin Institute of Technology, Research Institute of Intelligent Control and Systems, China (PhD 2022)


According to our database1, Xinpeng Liu authored at least 14 papers between 2020 and 2025.

Collaborative distances:
  • Dijkstra number2 of five.
  • Erdős number3 of four.

Timeline

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Links

Online presence:

On csauthors.net:

Bibliography

2025
Robust Recursive Identification of Time-Delay Systems With Skewed Measurement Noise.
[BibTeX]
[DOI]
Yu Qian
,
Xinpeng Liu
,
Xianqiang Yang
,
Xi-Ming Sun
IEEE Trans. Instrum. Meas., 2025

2024
Design of Fluxgate Current Sensor Based on Magnetization Residence Times and Neural Networks.
[BibTeX]
[DOI]
Jingjie Li
,
Wei Ren
,
Yanshou Luo
,
Xutong Zhang
,
Xinpeng Liu
,
Xue Zhang
Sensors, June, 2024

Multimodel Bayesian estimation for LPV time-delay systems with incomplete observations.
[BibTeX]
[DOI]
Xinpeng Liu
,
Xianqiang Yang
J. Frankl. Inst., 2024

A type-independent unknown parameters estimation method for lead component.
[BibTeX]
[DOI]
Hong Yang
,
Xinpeng Liu
,
Weihua Liu
,
Xianqiang Yang
Proceedings of the 50th Annual Conference of the IEEE Industrial Electronics Society, 2024

PCB-Net: An Effective Deep Learning-Based Approach to PCBA Detection.
[BibTeX]
[DOI]
Tingxin Li
,
Weihua Liu
,
Xinpeng Liu
,
Xianqiang Yang
Proceedings of the 50th Annual Conference of the IEEE Industrial Electronics Society, 2024

2023
Exploiting Spike-and-Slab Prior for Variational Estimation of Nonlinear Systems.
[BibTeX]
[DOI]
Xinpeng Liu
,
Xianqiang Yang
IEEE Trans. Ind. Informatics, November, 2023

Variational Identification of Linearly Parameterized Nonlinear State-Space Systems.
[BibTeX]
[DOI]
Xinpeng Liu
,
Xianqiang Yang
IEEE Trans. Control. Syst. Technol., July, 2023

Improved Stochastic Recurrent Networks for Nonlinear State Space System Identification.
[BibTeX]
[DOI]
Xinpeng Liu
,
Xiaocong Du
,
Xianqiang Yang
,
Chao Cai
Proceedings of the 49th Annual Conference of the IEEE Industrial Electronics Society, 2023

2022
Identification of Nonlinear State-Space Systems With Skewed Measurement Noises.
[BibTeX]
[DOI]
Xinpeng Liu
,
Xianqiang Yang
IEEE Trans. Circuits Syst. I Regul. Pap., 2022

2021
Robust Mixture Probabilistic Partial Least Squares Model for Soft Sensing With Multivariate Laplace Distribution.
[BibTeX]
[DOI]
Xianqiang Yang
,
Xinpeng Liu
,
Chao Xu
IEEE Trans. Instrum. Meas., 2021

Robust Variational Inference for LPV Dual-Rate Systems With Randomly Delayed Outputs.
[BibTeX]
[DOI]
Xinpeng Liu
,
Xianqiang Yang
IEEE Trans. Instrum. Meas., 2021

Identification of switched FIR systems with random missing outputs: A variational Bayesian approach.
[BibTeX]
[DOI]
Xinpeng Liu
,
Xianqiang Yang
,
Miao Yu
J. Frankl. Inst., 2021

LPV system identification with multiple-model approach based on shifted asymmetric laplace distribution.
[BibTeX]
[DOI]
Miao Yu
,
Xianqiang Yang
,
Xinpeng Liu
Int. J. Syst. Sci., 2021

2020
A variational Bayesian approach for robust identification of linear parameter varying systems using mixture laplace distributions.
[BibTeX]
[DOI]
Xinpeng Liu
,
Xianqiang Yang
Neurocomputing, 2020


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