Fedhealth: A federated transfer learning framework for wearable healthcare Y Chen, X Qin, J Wang, C Yu, W Gao IEEE Intelligent Systems 35 (4), 83-93, 2020 | 983 | 2020 |
Dealing with label quality disparity in federated learning Y Chen, X Yang, X Qin, H Yu, P Chan, Z Shen Federated Learning: Privacy and Incentive, 108-121, 2020 | 111 | 2020 |
Cross-dataset activity recognition via adaptive spatial-temporal transfer learning X Qin, Y Chen, J Wang, C Yu Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous …, 2019 | 76 | 2019 |
Personalized federated learning with adaptive batchnorm for healthcare W Lu, J Wang, Y Chen, X Qin, R Xu, D Dimitriadis, T Qin IEEE Transactions on Big Data, 2022 | 75 | 2022 |
Metafed: Federated learning among federations with cyclic knowledge distillation for personalized healthcare Y Chen, W Lu, X Qin, J Wang, X Xie IEEE Transactions on Neural Networks and Learning Systems, 2023 | 70 | 2023 |
Cross-domain activity recognition via substructural optimal transport W Lu, Y Chen, J Wang, X Qin Neurocomputing 454, 65-75, 2021 | 54 | 2021 |
Semantic-discriminative mixup for generalizable sensor-based cross-domain activity recognition W Lu, J Wang, Y Chen, SJ Pan, C Hu, X Qin Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous …, 2022 | 36 | 2022 |
Domain generalization for activity recognition via adaptive feature fusion X Qin, J Wang, Y Chen, W Lu, X Jiang ACM Transactions on Intelligent Systems and Technology 14 (1), 1-21, 2022 | 32 | 2022 |
FedHealth 2: Weighted federated transfer learning via batch normalization for personalized healthcare Y Chen, W Lu, J Wang, X Qin arXiv preprint arXiv:2106.01009, 2021 | 20 | 2021 |
Transfer channel pruning for compressing deep domain adaptation models C Yu, J Wang, Y Chen, X Qin International Journal of Machine Learning and Cybernetics 10, 3129-3144, 2019 | 14 | 2019 |
Generalizable low-resource activity recognition with diverse and discriminative representation learning X Qin, J Wang, S Ma, W Lu, Y Zhu, X Xie, Y Chen Proceedings of the 29th ACM SIGKDD Conference on Knowledge Discovery and …, 2023 | 13 | 2023 |
Drowsydet: a mobile application for real-time driver drowsiness detection C Yu, X Qin, Y Chen, J Wang, C Fan 2019 IEEE SmartWorld, Ubiquitous Intelligence & Computing, Advanced …, 2019 | 11 | 2019 |
Federated learning with adaptive batchnorm for personalized healthcare Y Chen, W Lu, J Wang, X Qin, T Qin arXiv e-prints, arXiv: 2112.00734, 2021 | 8 | 2021 |
Time Series Adaptation Network for Sensor-Based Cross Domain Human Activity Recognition S Wen, Y Chen, Y Ma, S Guo, Y Gu, X Qin, P Chan 2023 International Joint Conference on Neural Networks (IJCNN), 1-8, 2023 | 1 | 2023 |
Focus: Dealing with label quality disparity in federated learning Y Chen, X Yang, X Qin, H Yu, B Chen, Z Shen arXiv preprint arXiv:2001.11359, 2020 | | 2020 |