Concepedia
Statistics
Publications
8
Citations
247
H-Index
Active since
2020
Affiliations
Northeastern University(Current)
State Key Laboratory of Synthetical Automation for Process Industries
Tsinghua University
Beijing Jiaotong University
China University of Mining and Technology
Yifu Ren is an author at Northeastern University specializing in data science, machine learning, and engineering.
Top concepts
EngineeringData ScienceMachine LearningStatisticsDeep LearningFault DiagnosisDomain AdaptationTransfer LearningSystems EngineeringIndustrial Informatics
Publications per year
2020–2025
A General Transfer Framework Based on Industrial Process Fault Diagnosis Under Small Samples
Jinhai Liu, Yifu Ren · IEEE Transactions on Industrial Informatics · 2020 · 72 citations
Fault Diagnosis, Engineering, Machine Learning +18
HSELL-Net: A Heterogeneous Sample Enhancement Network With Lifelong Learning Under Industrial Small Samples
Yifu Ren, Jinhai Liu, Qiannan Wang et al. · IEEE Transactions on Cybernetics · 2022 · 39 citations
Fault Diagnosis, Engineering, Machine Learning +16
TBDA-Net: A Task-Based Bias Domain Adaptation Network Under Industrial Small Samples
Yifu Ren, Jinhai Liu, Huaguang Zhang et al. · IEEE Transactions on Industrial Informatics · 2022 · 35 citations
Artificial Intelligence, Fault Diagnosis, Engineering +22
A task-oriented physical collaborative network for pipeline defect diagnosis in a magnetic flux leakage detection system
Xiangkai Shen, Jinhai Liu, Yifu Ren et al. · Computers in Industry · 2025 · 34 citations
An Industrial Fault Sample Reconstruction and Generation Method Under Limited Samples With Missing Information
Yifu Ren, Jinhai Liu, He Zhao et al. · IEEE Transactions on Systems Man and Cybernetics Systems · 2024 · 32 citations
1–5 of 8