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Publication date Communities Collections Article title Author(s) Journal/Conference
28 Aug 2024 SERC Institute for Infocomm Research Curriculum-Based Federated Learning for Machine Fault Diagnosis With Noisy Labels (Pending publish) Wenjun Sun, Ruqiang Yan, Ruibing Jin, Rui Zhao, Zhenghua Chen IEEE Transactions on Industrial Informatics
22 Dec 2023 SERC Institute for Infocomm Research FedAlign: Federated Model Alignment via Data-Free Knowledge Distillation for Machine Fault Diagnosis Wenjun Sun, Ruqiang Yan, Ruibing Jin, Rui Zhao, Zhenghua Chen IEEE Transactions on Instrumentation and Measurement
24 Oct 2023 SERC Institute for Infocomm Research LiteFormer: A Lightweight and Efficient Transformer for Rotating Machine Fault Diagnosis Wenjun Sun, Ruqiang Yan, Ruibing Jin, Jiawen Xu, Yuan Yang, Zhenghua Chen IEEE Transactions on Reliability
18 Apr 2022 SERC Institute for Infocomm Research Bi-LSTM-Based Two-Stream Network for Machine Remaining Useful Life Prediction Ruibing Jin, Zhenghua Chen, Keyu Wu, Min Wu, Xiaoli Li, Ruqiang Yan IEEE Transactions on Instrumentation and Measurement
11 Jan 2022 SERC Institute for Infocomm Research Multi-feature Fused Bidirectional Long Short-term Memory for Remaining Useful Life Prediction Ruibing Jin, Zhenghua Chen, Keyu Wu, Min Wu, Xiaoli Li, Ruqiang Yan 2021 International Conference on Sensing, Measurement & Data Analytics in the era of Artificial Intelligence (ICSMD)
20 Sep 2021 SERC Institute for Infocomm Research Attention-based sequence to sequence model for machine remaining useful life prediction Mohamed Ragab, Zhenghua Chen, Min Wu, Chee-Keong Kwoh, Ruqiang Yan, Xiaoli Li Neurocomputing
20 Sep 2021 SERC Institute for Infocomm Research Attention-based sequence to sequence model for machine remaining useful life prediction Mohamed Ragab, Zhenghua Chen, Min Wu, Chee-Keong Kwoh, Ruqiang Yan, Xiaoli Li Neurocomputing
27 May 2021 SERC Institute for Infocomm Research Decoupled Feature-Temporal CNN: Explaining Deep Learning-Based Machine Health Monitoring Chaoyi Zhu, Zhenghua Chen, Rui Zhao, Jinjiang Wang, Ruqiang Yan IEEE Transactions on Instrumentation and Measurement
1 Feb 2021 SERC Institute for Infocomm Research Degradation-Aware Remaining Useful Life Prediction With LSTM Autoencoder Ji-Yan Wu, Min Wu, Zhenghua Chen, Xiao-Li Li, Ruqiang Yan IEEE Transactions on Instrumentation and Measurement
7 Dec 2020 SERC Institute for Infocomm Research A joint classification-regression method for multi-stage remaining useful life prediction Ji-Yan Wu, Min Wu, Zhenghua Chen, Xiaoli Li, Ruqiang Yan Journal of Manufacturing Systems