Generalized federated learning via sharpness aware minimization Z Qu, X Li, R Duan, Y Liu, B Tang, Z Lu International conference on machine learning, 18250-18280, 2022 | 85 | 2022 |
Lomar: A local defense against poisoning attack on federated learning X Li, Z Qu, S Zhao, B Tang, Z Lu, Y Liu IEEE Transactions on Dependable and Secure Computing 20 (1), 437-450, 2021 | 74 | 2021 |
Stragglers are not disaster: A hybrid federated learning algorithm with delayed gradients X Li, Z Qu, B Tang, Z Lu arXiv preprint arXiv:2102.06329, 2021 | 34 | 2021 |
Rollover-free path planning for off-road autonomous driving X Li, B Tang, J Ball, M Doude, DW Carruth Electronics 8 (6), 614, 2019 | 27 | 2019 |
Fedlga: Toward system-heterogeneity of federated learning via local gradient approximation X Li, Z Qu, B Tang, Z Lu IEEE Transactions on Cybernetics, 2023 | 18 | 2023 |
On the convergence of multi-server federated learning with overlapping area Z Qu, X Li, J Xu, B Tang, Z Lu, Y Liu IEEE Transactions on Mobile Computing, 2022 | 7 | 2022 |
How to Prevent the Poor Performance Clients for Personalized Federated Learning? Z Qu, X Li, X Han, R Duan, C Shen, L Chen Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2023 | 5 | 2023 |
Text-driven Prompt Generation for Vision-Language Models in Federated Learning C Qiu, X Li, CK Mummadi, MR Ganesh, Z Li, L Peng, WY Lin arXiv preprint arXiv:2310.06123, 2023 | 4 | 2023 |
AdaER: An adaptive experience replay approach for continual lifelong learning X Li, B Tang, H Li Neurocomputing 572, 127204, 2024 | 2 | 2024 |
Stragglers are not disasters: A hybrid federated learning framework with delayed gradients X Li, Z Qu, B Tang, Z Lu 2022 21st IEEE International Conference on Machine Learning and Applications …, 2022 | 1 | 2022 |
MGSER-SAM: Memory-Guided Soft Experience Replay with Sharpness-Aware Optimization for Enhanced Continual Learning X Li, B Tang arXiv preprint arXiv:2405.09492, 2024 | | 2024 |
Open Challenges and Opportunities in Federated Foundation Models Towards Biomedical Healthcare X Li, L Peng, Y Wang, W Zhang arXiv preprint arXiv:2405.06784, 2024 | | 2024 |
G-Mix: A Generalized Mixup Learning Framework Towards Flat Minima X Li, B Tang arXiv preprint arXiv:2308.03236, 2023 | | 2023 |