| 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 | 104 | 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 | 85 | 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 | 39 | 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 | 29 | 2019 |
| Fedlga: Toward system-heterogeneity of federated learning via local gradient approximation X Li, Z Qu, B Tang, Z Lu IEEE Transactions on Cybernetics 54 (1), 401-414, 2023 | 25 | 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 22 (11), 6647-6662, 2022 | 14 | 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 | 10 | 2023 |
| AdaER: An adaptive experience replay approach for continual lifelong learning X Li, B Tang, H Li Neurocomputing 572, 127204, 2024 | 9 | 2024 |
| 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 | 7 | 2023 |
| 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 |
| Stability and Generalization for Stochastic Recursive Momentum-based Algorithms for (Strongly-)Convex One to -Level Stochastic Optimizations X Pan, X Li, J Liu, T Sun, K Sun, L Chen, Z Qu arXiv preprint arXiv:2407.05286, 2024 | | 2024 |
| 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 |
Bo TangAssociate Professor, Worcester Polytechnic InstituteVerified email at wpi.edu
