| Generalizing to unseen domains: A survey on domain generalization J Wang, C Lan, C Liu, Y Ouyang, T Qin, W Lu, Y Chen, W Zeng, SY Philip IEEE transactions on knowledge and data engineering 35 (8), 8052-8072, 2022 | 1052 | 2022 |
| Domain-invariant feature exploration for domain generalization W Lu, J Wang, H Li, Y Chen, X Xie arXiv preprint arXiv:2207.12020, 2022 | 77 | 2022 |
| 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 | 66 | 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 | 60 | 2023 |
| Learning effective spatial–temporal features for sEMG armband-based gesture recognition Y Zhang, Y Chen, H Yu, X Yang, W Lu IEEE Internet of things journal 7 (8), 6979-6992, 2020 | 57 | 2020 |
| Fedclip: Fast generalization and personalization for clip in federated learning W Lu, X Hu, J Wang, X Xie arXiv preprint arXiv:2302.13485, 2023 | 48 | 2023 |
| Out-of-distribution representation learning for time series classification W Lu, J Wang, X Sun, Y Chen, X Xie arXiv preprint arXiv:2209.07027, 2022 | 48 | 2022 |
| Cross-domain activity recognition via substructural optimal transport W Lu, Y Chen, J Wang, X Qin Neurocomputing 454, 65-75, 2021 | 47 | 2021 |
| Wearing-independent hand gesture recognition method based on EMG armband Y Zhang, Y Chen, H Yu, X Yang, W Lu, H Liu Personal and Ubiquitous Computing 22, 511-524, 2018 | 47 | 2018 |
| 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 | 32 | 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 | 30 | 2022 |
| Dual layer transfer learning for sEMG-based user-independent gesture recognition Y Zhang, Y Chen, H Yu, X Yang, W Lu Personal and Ubiquitous Computing, 1-12, 2022 | 25 | 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 | 18 | 2021 |
| Instance-wise dynamic sensor selection for human activity recognition X Yang, Y Chen, H Yu, Y Zhang, W Lu, R Sun Proceedings of the AAAI Conference on Artificial Intelligence 34 (01), 1104-1111, 2020 | 12 | 2020 |
| Wearable sensors based automatic box and block test system Y Zhang, Y Chen, H Yu, Z Lv, P Shang, Y Ouyang, X Yang, W Lu 2019 IEEE SmartWorld, Ubiquitous Intelligence & Computing, Advanced …, 2019 | 12 | 2019 |
| Local and global alignments for generalizable sensor-based human activity recognition W Lu, J Wang, Y Chen ICASSP 2022-2022 IEEE International Conference on Acoustics, Speech and …, 2022 | 11 | 2022 |
| 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 | 10 | 2023 |
| Diversify: A General Framework for Time Series Out-of-distribution Detection and Generalization W Lu, J Wang, X Sun, Y Chen, X Ji, Q Yang, X Xie IEEE Transactions on Pattern Analysis and Machine Intelligence, 2024 | 8 | 2024 |
| Towards optimization and model selection for domain generalization: A mixup-guided solution W Lu, W Wang, J Yidong, X Xie The KDD'23 Workshop on Causal Discovery, Prediction and Decision, 75-97, 2023 | 8 | 2023 |
| 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 |
