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Xinyao Xu
Associate Professor, the sixty-third institution, National University of Defense Technology
Joined
September 2025
Names
Xinyao Xu
(Preferred)
,
Xu Xinyao
Emails
****@nudt.edu.cn
(Confirmed)
Personal Links
DBLP
ORCID
Career & Education History
Associate Professor
the sixty-third institution,
National University of Defense Technology
(nudt.edu.cn)
2023
–
Present
PhD student
Institute of Automation,Chinese Academy of Sciences,
University of the Chinese Academy of Sciences
(ucas.edu.cn)
2018
–
2023
Advisors, Relations & Conflicts
Coauthor
Shuai Wang
2025
–
Present
Coauthor
Hai Wang
2024
–
Present
Coauthor
Xiaolei Zhou
2023
–
Present
Expertise
incremental learning
Present
machine learning
2018
–
Present
few-shot learning
2018
–
Present
Publications
Interpretable research of fuzzy methods: A literature survey
Ke Zhang
,
Tianhao Shao
,
Yi Sun
,
Xinyao Xu
,
Xiaoxiong Zhang
,
Xiaolei Zhou
,
Kun Ding
,
Shan Huang
Inf. Fusion 2026
Readers:
Everyone
A global attention based gated temporal convolutional network for machine remaining useful life prediction
Xu Xinyao
,
Zhou Xiaolei
,
Fan Qiang
,
Yan Hao
,
Wang Fangxiao
Reliab. Eng. Syst. Saf. 2025
Readers:
Everyone
HeMoDU: High-Efficiency Multi-Object Detection Algorithm for Unmanned Aerial Vehicles on Urban Roads
Hanyi Shi
,
Ningzhi Wang
,
Xinyao Xu
,
Yue Qian
,
Lingbin Zeng
,
Yi Zhu
Sensors 2024
Readers:
Everyone
A New Diagnosis Method with Few-shot Learning Based on a Class-rebalance Strategy for Scarce Faults in Industrial Processes
Xinyao Xu
,
De Xu
,
Fangbo Qin
Mach. Intell. Res. 2023
Readers:
Everyone
Feature Clustering-Based Network for Industrial Process Diagnosis With Incremental Fault Types
Xinyao Xu
,
De Xu
IEEE Trans. Instrum. Meas. 2023
Readers:
Everyone
Co-Authors
De Xu
Fan Qiang
Fangbo Qin
Hanyi Shi
Ke Zhang
Kun Ding
Lingbin Zeng
Ningzhi Wang
Shan Huang
Tianhao Shao
Wang Fangxiao
Xiaolei Zhou
Xiaoxiong Zhang
Yan Hao
Yi Sun
Yi Zhu
Yue Qian
Zhou Xiaolei