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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 Wenjun Sun, Ruqiang Yan, Ruibing Jin, Rui Zhao, Zhenghua Chen IEEE Transactions on Industrial Informatics
7 May 2024 SERC Institute for Infocomm Research Reinforced Reweighting for Self-supervised Partial Domain Adaptation Keyu Wu, Shengkai Chen, Min Wu, Shili Xiang, Ruibing Jin, Yuecong Xu, Xiaoli Li, Zhenghua Chen IEEE Transactions on Artificial Intelligence
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
20 Nov 2023 SERC Institute for Infocomm Research Local–Global Correlation Fusion-Based Graph Neural Network for Remaining Useful Life Prediction Yucheng Wang, Min Wu, Ruibing Jin, Xiaoli Li, Lihua Xie, Zhenghua Chen IEEE Transactions on Neural Networks and Learning Systems
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
10 Mar 2023 SERC Institute for Infocomm Research An adaptive and dynamical neural network for machine remaining useful life prediction Ruibing Jin, Duo Zhou, Min Wu, Xiaoli Li, Zhenghua Chen IEEE Transactions on Industrial Informatics
12 Jan 2023 SERC Institute for Infocomm Research Multi-task Self-Supervised Adaptation for Reinforcement Learning Keyu Wu, Zhenghua Chen, Min Wu, Shili Xiang, Ruibing Jin, Le Zhang, Xiaoli Li 2022 IEEE 17th Conference on Industrial Electronics and Applications (ICIEA)
21 Nov 2022 SERC Institute for Infocomm Research Reinforced Adaptation Network for Partial Domain Adaptation Keyu Wu, Min Wu, Zhenghua Chen, Ruibing Jin, Wei Cui, Zhiguang Cao, Xiaoli Li IEEE Transactions on Circuits and Systems for Video Technology
3 Aug 2022 SERC Institute for Infocomm Research Position Encoding Based Convolutional Neural Networks for Machine Remaining Useful Life Prediction Ruibing Jin, Min Wu, Keyu Wu, Kaizhou Gao, Zhenghua Chen, Xiaoli Li IEEE/CAA Journal of Automatica Sinica
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