Yong Feng (冯勇)PhD Student
Xi'an Jiaotong University |
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😉 About
I am now a PhD student at Xi'an Jiaotong University (XJTU), majoring in mechanical engineering. My supervisor is Prof. Jinglong Chen. Up to now, I have published 9 SCI papers as the first author and more than 20 co-authored papers. I've also served for ISA, KBS, JMS and other journals as a reviewer for many times.
Currently, My research interests focus on
- Data-driven mechanical fault diagnosis
- Mechanical signal processing
- Mechanical Anomaly detection
📰 News
- [2024-03] One paper have been accepted by IEEE TITS!
📚 Education Background
- [2020.9 - Now] PhD student at School of Mechanical Engineering, Xi'an Jiaotong University
- [2016.9 - 2020.6] B.S. at School of Mechanical Engineering, Xi'an Jiaotong University
📝 Selected Publications
-2024-Integrating Misidentification and OOD Detection for Reliable Fault Diagnosis of High-Speed Train Bogie
Yong Feng, Jinglong Chen, Zongliang Xie, Jingsong Xie, Tongyang Pan, Chao Li, Qing Zhao
IEEE Transactions on Intelligent Transportation Systems, Early Access, March 2024. [paper]
Globally Localized Multisource Domain Adaptation for Cross-Domain Fault Diagnosis With Category Shift
Yong Feng, Jinglong Chen, Shuilong He, Tongyang Pan, Zitong Zhou
IEEE Transactions on Neural Networks and Learning Systems, 34(6):3082 - 3096, June 2023. [paper]
Unsupervised Multimodal Anomaly Detection With Missing Sources for Liquid Rocket Engine
Yong Feng, Zijun Liu, Jinglong Chen, Haixin Lv, Jun Wang, Xinwei Zhang
IEEE Transactions on Neural Networks and Learning Systems, 34(12):9966-9980, December 2023. [paper]
ABC: Aligning binary centers for single-stage monocular 3D object detection
Yong Feng, Jinglong Chen, Shuilong He, Enyong Xu
Image and Vision Computing, 136:104741, August 2023. [paper]
Semi-supervised meta-learning networks with squeeze-and-excitation attention for few-shot fault diagnosis
Yong Feng, Jinglong Chen, Tianci Zhang, Shuilong He, Enyong Xu, Zitong Zhou
ISA Transactions, 120:383-401, February 2022. [paper] [code]
Meta-learning as a promising approach for few-shot cross-domain fault diagnosis: Algorithms, applications, and prospects
Yong Feng, Jinglong Chen, Jingsong Xie, Tianci Zhang, Haixin Lv, Tongyang Pan
Knowledge-Based Systems, 235:107646, January 2022. [paper] [code]
基于多源数据的发动机智能异常检测
Zijun Liu, Yong Feng, Jinglong Chen, Jun Wang, Zhiwei Zhang
火箭推进, 3:79-86, June 2022. [paper]
Full Graph Autoencoder for One-Class Group Anomaly Detection of IIoT System
Yong Feng, Jinglong Chen, Zijun Liu, Haixin Lv, Jun Wang
IEEE Internet of Things Journal, 9(21):21886-21898, November 2022. [paper]
Make the Rocket Intelligent at IoT Edge: Stepwise GAN for Anomaly Detection of LRE With Multisource Fusion
Yong Feng, Zijun Liu, Jinglong Chen, Haixin Lv, Jun Wang, Junshe Yuan
IEEE Internet of Things Journal, 9(4):3135-3149, February 2022. [paper]
Similarity-based meta-learning network with adversarial domain adaptation for cross-domain fault identification
Yong Feng, Jinglong Chen, Zhuozheng Yang, Xiaogang Song, Yuanhong Chang, Shuilong He, Enyong Xu, Zitong Zhou
Knowledge-Based Systems, 217:106829, April 2021. [paper] [code]
🏆 Honors & Awards
- Outstanding Graduate Student Pacesetter, for the most outstanding students in the entire university , 2021
- Excellent Postgraduate, for the excellent students of School of Mechanical Engineering, 2021
- Outstanding Graduates, 2017-2020
- National Scholarship, issued by the Ministry of Education of China, 2021, 2022
- The 8th Xu Zongben Applied Mathematics Paper Award, given to only seven Ph.D. students with remarkable mathematical application , 2022
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