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, P Yu IEEE Transactions on Knowledge and Data Engineering, 2022 | 372 | 2022 |
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 | 39 | 2018 |
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 | 24 | 2020 |
Cross-domain activity recognition via substructural optimal transport W Lu, Y Chen, J Wang, X Qin Neurocomputing 454, 65-75, 2021 | 20 | 2021 |
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 | 14 | 2022 |
Domain-invariant Feature Exploration for Domain Generalization W Lu, J Wang, H Li, Y Chen, X Xie arXiv preprint arXiv:2207.12020, 2022 | 11 | 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, 2020 | 11 | 2020 |
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 | 10 | 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 | 10 | 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 | 8 | 2020 |
Metafed: Federated learning among federations with cyclic knowledge distillation for personalized healthcare Y Chen, W Lu, X Qin, J Wang, X Xie arXiv preprint arXiv:2206.08516, 2022 | 6 | 2022 |
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 | 6 | 2022 |
Federated learning with adaptive batchnorm for personalized healthcare W Lu, J Wang, Y Chen, X Qin, T Qin arXiv e-prints, arXiv: 2112.00734, 2021 | 5 | 2021 |
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 | 4 | 2019 |
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 | 2 | 2022 |
Generalized Representations Learning for Time Series Classification W Lu, J Wang, X Sun, Y Chen, X Xie arXiv preprint arXiv:2209.07027, 2022 | 2 | 2022 |
Out-of-distribution Representation Learning for Time Series Classification W Lu, J Wang, X Sun, Y Chen, X Xie The Eleventh International Conference on Learning Representations, 2023 | 1 | 2023 |
FIXED: Frustratingly Easy Domain Generalization with Mixup W Lu, J Wang, H Yu, L Huang, X Zhang, Y Chen, X Xie arXiv preprint arXiv:2211.05228, 2022 | 1 | 2022 |
FedCLIP: Fast Generalization and Personalization for CLIP in Federated Learning W Lu, X Hu, J Wang, X Xie arXiv preprint arXiv:2302.13485, 2023 | | 2023 |
Towards Optimization and Model Selection for Domain Generalization: A Mixup-guided Solution W Lu, J Wang, Y Wang, K Ren, Y Chen, X Xie arXiv preprint arXiv:2209.00652, 2022 | | 2022 |