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Personalized Federated Learning With Adaptive Batchnorm for Healthcare 期刊论文
IEEE TRANSACTIONS ON BIG DATA, 2024, 卷号: 10, 期号: 6, 页码: 915-925
作者:  Lu, Wang;  Wang, Jindong;  Chen, Yiqiang;  Qin, Xin;  Xu, Renjun;  Dimitriadis, Dimitrios;  Qin, Tao
收藏  |  浏览/下载:84/0  |  提交时间:2024/12/06
Medical services  Collaborative work  Data models  Adaptation models  Computational modeling  Machine learning  Data privacy  Distributed computing  federated learning  personalization  batch normalization  healthcare  
PrivFusion: Privacy-Preserving Model Fusion via Decentralized Federated Graph Matching 期刊论文
IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING, 2024, 卷号: 36, 期号: 12, 页码: 9051-9064
作者:  Chen, Qian;  Chen, Yiqiang;  Jiang, Xinlong;  Zhang, Teng;  Dai, Weiwei;  Huang, Wuliang;  Yan, Bingjie;  Yan, Zhen;  Lu, Wang;  Ye, Bo
收藏  |  浏览/下载:93/0  |  提交时间:2025/06/25
Adaptation models  Data models  Privacy  Load modeling  Biological neural networks  Collaboration  Predictive models  Graph matching  model fusion  model privacy  
Generalizing to Unseen Domains: A Survey on Domain Generalization 期刊论文
IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING, 2023, 卷号: 35, 期号: 8, 页码: 8052-8072
作者:  Wang, Jindong;  Lan, Cuiling;  Liu, Chang;  Ouyang, Yidong;  Qin, Tao;  Lu, Wang;  Chen, Yiqiang;  Zeng, Wenjun;  Yu, Philip S.
收藏  |  浏览/下载:128/0  |  提交时间:2023/12/04
Domain generalization  domain adaptation  transfer learning  out-of-distribution generalization  
MetaFed: Federated Learning Among Federations With Cyclic Knowledge Distillation for Personalized Healthcare 期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2023, 页码: 12
作者:  Chen, Yiqiang;  Lu, Wang;  Qin, Xin;  Wang, Jindong;  Xie, Xing
收藏  |  浏览/下载:104/0  |  提交时间:2023/12/04
Federated learning (FL)  healthcare  knowledge distillation (KD)  personalization  transfer learning  
Cross-domain activity recognition via substructural optimal transport 期刊论文
NEUROCOMPUTING, 2021, 卷号: 454, 页码: 65-75
作者:  Lu, Wang;  Chen, Yiqiang;  Wang, Jindong;  Qin, Xin
收藏  |  浏览/下载:130/0  |  提交时间:2021/12/01
Ubiquitous computing  Transfer learning  Domain adaptation  Optimal transport  Clustering  
Learning Effective Spatial-Temporal Features for sEMG Armband-Based Gesture Recognition 期刊论文
IEEE INTERNET OF THINGS JOURNAL, 2020, 卷号: 7, 期号: 8, 页码: 6979-6992
作者:  Zhang, Yingwei;  Chen, Yiqiang;  Yu, Hanchao;  Yang, Xiaodong;  Lu, Wang
收藏  |  浏览/下载:158/0  |  提交时间:2020/12/10
Electrodes  Gesture recognition  Muscles  Electromyography  Internet of Things  Empirical mode decomposition  Convolutional recurrent neural network (CRNN)  gesture recognition  multivariate empirical mode decomposition (MEMD)  surface electromyography (sEMG)  
Dual layer transfer learning for sEMG-based user-independent gesture recognition 期刊论文
PERSONAL AND UBIQUITOUS COMPUTING, 2020, 页码: 12
作者:  Zhang, Yingwei;  Chen, Yiqiang;  Yu, Hanchao;  Yang, Xiaodong;  Lu, Wang
收藏  |  浏览/下载:131/0  |  提交时间:2020/12/10
Gesture recognition  Surface electro-myography  User-independent  Transfer learning  Dual layer  
Wearing-independent hand gesture recognition method based on EMG armband 期刊论文
PERSONAL AND UBIQUITOUS COMPUTING, 2018, 卷号: 22, 期号: 3, 页码: 511-524
作者:  Zhang, Yingwei;  Chen, Yiqiang;  Yu, Hanchao;  Yang, Xiaodong;  Lu, Wang;  Liu, Hong
收藏  |  浏览/下载:341/0  |  提交时间:2019/04/03
Human-computer interaction  Hand gesture recognition  Electromyographic (EMG)