Lotteryfl: Personalized and communication-efficient federated learning with lottery ticket hypothesis on non-iid datasets A Li, J Sun, B Wang, L Duan, S Li, Y Chen, H Li arXiv preprint arXiv:2008.03371, 2020 | 114 | 2020 |
BSQ: Exploring bit-level sparsity for mixed-precision neural network quantization H Yang, L Duan, Y Chen, H Li Ninth International Conference on Learning Representations, 2021 | 62 | 2021 |
Lotteryfl: Empower edge intelligence with personalized and communication-efficient federated learning A Li, J Sun, B Wang, L Duan, S Li, Y Chen, H Li 2021 IEEE/ACM Symposium on Edge Computing (SEC), 68-79, 2021 | 44 | 2021 |
Bottle detection in the wild using low-altitude unmanned aerial vehicles J Wang, W Guo, T Pan, H Yu, L Duan, W Yang 2018 21st International Conference on Information Fusion (FUSION), 439-444, 2018 | 37 | 2018 |
FedSEA: a semi-asynchronous federated learning framework for extremely heterogeneous devices J Sun, A Li, L Duan, S Alam, X Deng, X Guo, H Wang, M Gorlatova, ... Proceedings of the 20th ACM Conference on Embedded Networked Sensor Systems …, 2022 | 8 | 2022 |
PrivaScissors: Enhance the Privacy of Collaborative Inference through the Lens of Mutual Information L Duan, J Sun, Y Chen, M Gorlatova arXiv preprint arXiv:2306.07973, 2023 | | 2023 |
Demo Abstract: BiGuide: A Bi-level Data Acquisition Guidance for Object Detection on Mobile Devices L Duan, Y Chen, M Gorlatova Proceedings of the 22nd International Conference on Information Processing …, 2023 | | 2023 |
BiGuide: A Bi-level Data Acquisition Guidance for Object Detection on Mobile Devices L Duan, Y Chen, Z Qu, M McGrath, E Ehmke, M Gorlatova | | |
InfoScissors: Defense against Data Leakage in Collaborative Inference through the Lens of Mutual Information L Duan, J Sun, J Jia, Y Chen, M Gorlatova | | |