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个人信息Personal Information
教授 博士生导师 硕士生导师
性别：男
毕业院校：英国拉夫堡大学
学历：研究生(博士)毕业
学位：博士
在职信息：在职
所在单位：海洋研究院
入职时间：2010-06-08
学科：控制科学与工程
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- [1] 从霄. Multi-scale Gaussian feature enhancement and prototype graph convolutional network for domain-generalized rolling bearing fault diagnosis. Expert Systems with Applications, 296, 2026.
- [2] Yibin Li , Yan Song , Lei Jia , Shengyao Gao , Qiqiang Li and Meikang Qiu. Intelligent Fault Diagnosis by Fusing Domain Adversarial Training and Maximum Mean Discrepancy via Ensemble Learning. IEEE TRANSACTIONS ON INDUSTRIAL INFORMATICS, 17, 2833, 2021.
- [3] Qingwen Guo , Yibin Li , Yan Song , Daichao Wang and Wu Chen. Intelligent Fault Diagnosis Method Based on Full 1-D Convolutional Generative Adversarial Network. IEEE TRANSACTIONS ON INDUSTRIAL INFORMATICS, 16, 2044, 2020.
- [4] Yibin Li , Wenyun Dai , Zhong Ming and Meikang Qiu. Privacy Protection for Preventing Data Over-Collection in Smart City （CCF A类）. IEEE transactions on computers, 2015.
- [5] Yan Song , Yibin Li , Lei Jia and Yu Zhang. Domain Generalization Combining Covariance Loss With Graph Convolutional Networks for Intelligent Fault Diagnosis of Rolling Bearings. IEEE Transactions on Industrial Informatics, 2024.
- [6] Xufeng Hu , Yibin Li , Lei Jia and Meikang Qiu. A Novel Two-Stage Unsupervised Fault Recognition Framework Combining Feature Extraction and Fuzzy Clustering for Collaborative AIoT. IEEE TRANSACTIONS ON INDUSTRIAL INFORMATICS, 18, 1291, 2022.
- [7] Yan Song , Yibin Li , Lei Jia and Meikang Qiu. Retraining Strategy-Based Domain Adaption Network for Intelligent Fault Diagnosis. IEEE TRANSACTIONS ON INDUSTRIAL INFORMATICS, 16, 6163, 2020.
- [8] Yibin Li , Yan Song , Lei Jia , Shengyao Gao , Qiqiang Li and Meikang Qiu. Intelligent Fault Diagnosis by Fusing Domain Adversarial Training and Maximum Mean Discrepancy via Ensemble Learning. IEEE Transactions on Industrial Informatics, 2020.
- [9] Yan Song , Shengyao Gao , Yibin Li , Lei Jia , Qiqiang Li and Fuzhen Pang. Distributed Attention-Based Temporal Convolutional Network for Remaining Useful Life Prediction. IEEE Internet of Things Journal, 8, 9594, 2021.
- [10] Han Yang , Yan Song , Daichao Wang , Jinhao Xing and Yibin Li. A global information-guided denoising diffusion probabilistic model for fault diagnosis with imbalanced data. Engineering Applications of Artificial Intelligence, 147, 2025.
- [11] Daichao Wang , Yibin Li , Lei Jia , Yan Song and Tao Wen. Attention-Based Bilinear Feature Fusion Method for Bearing Fault Diagnosis. 《IEEE-ASME TRANSACTIONS ON MECHATRONICS》, 28, 1695-1705, 2022.
- [12] Yan Song , Yinghao Zhuang , Daichao Wang , Yibin Li and Yu Zhang. Fault Diagnosis in Rolling Bearings Using Multi-Gaussian Attention and Covariance Loss for Single Domain Generalization. 《IEEE TRANSACTIONS ON INSTRUMENTATION AND MEASUREMENT》, 2025.
- [13] Daichao Wang , Yibin Li , Yan Song , Lei Jia and Tao Wen. Bearing Fault Diagnosis Method Based on Complementary Feature Extraction and Fusion of Multisensor Data. 《IEEE TRANSACTIONS ON INSTRUMENTATION AND MEASUREMENT》, 71, 2022.
- [14] Daichao Wang , Yibin Li , Lei Jia , Yan Song and Yanjun Liu. Novel Three-Stage Feature Fusion Method of Multimodal Data for Bearing Fault Diagnosis. 《IEEE TRANSACTIONS ON INSTRUMENTATION AND MEASUREMENT》, 2021.
- [15] Tianze Zhang , Xuhong Miao , Yibin Li , Lei Jia and Yinghao Zhuang. AUV Surfacing Control with Adversarial Attack against DLaaS Framework. IEEE Transactions on Computers, 2021.
- [16] Haomiao Wang , Yibin Li , Mingshun Jiang and Faye Zhang. Multiscale convolutional conditional domain adversarial network with channel attention for unsupervised bearing fault diagnosis. Proceedings of the Institution of Mechanical Engineers. Part I: Journal of Systems and Control Engineering, 238, 1123, 2024.
- [17] Haomiao Wang , Yibin Li , Mingshun Jiang and Faye Zhang. Partial transfer learning method based on MDWCAN for rolling bearing fault diagnosis under noisy conditions. PROCEEDINGS OF THE INSTITUTION OF MECHANICAL ENGINEE, 2024.
- [18] Haomiao Wang , Yibin Li , Mingshun Jiang and Faye Zhang. Cross-domain open-set rolling bearing fault diagnosis based on feature improvement adversarial network under noise condition. Journal of Intelligent & Fuzzy Systems, 46, 5073, 2024.
- [19] Xiao Cong , Yan Song , Yibin Li and Lei Jia. Federated domain generalization with global robust model aggregation strategy for bearing fault diagnosis. MEASUREMENT SCIENCE AND TECHNOLOGY, 34, 2023.
- [20] Daichao Wang , Qingwen Guo , Yan Song , Shengyao Gao and Yibin Li. Application of Multiscale Learning Neural Network Based on CNN in Bearing Fault Diagnosis. Journal of Signal Processing Systems, 91, 1205, 2019.