| Ekko: A {Large-Scale} deep learning recommender system with {Low-Latency} model update C Sima, Y Fu, MK Sit, L Guo, X Gong, F Lin, J Wu, Y Li, H Rong, PL Aublin, ... 16th USENIX Symposium on Operating Systems Design and Implementation (OSDI …, 2022 | 31 | 2022 |
| Optimizing the numbers of queries and replies in convex federated learning with differential privacy Y Zhou, X Liu, Y Fu, D Wu, JH Wang, S Yu IEEE Transactions on Dependable and Secure Computing 20 (6), 4823-4837, 2023 | 18 | 2023 |
| On the practicality of differential privacy in federated learning by tuning iteration times Y Fu, Y Zhou, D Wu, S Yu, Y Wen, C Li arXiv preprint arXiv:2101.04163, 2021 | 17 | 2021 |
| Torchopt: An efficient library for differentiable optimization J Ren, X Feng, B Liu, X Pan, Y Fu, L Mai, Y Yang Journal of Machine Learning Research 24 (367), 1-14, 2023 | 10 | 2023 |
| The role of communication time in the convergence of federated edge learning Y Zhou, Y Fu, Z Luo, M Hu, D Wu, QZ Sheng, S Yu IEEE Transactions on Vehicular Technology 71 (3), 3241-3254, 2022 | 9 | 2022 |
| MoE-Infinity: Activation-Aware Expert Offloading for Efficient MoE Serving L Xue, Y Fu, Z Lu, L Mai, M Marina arXiv preprint arXiv:2401.14361, 2024 | 8 | 2024 |
| ServerlessLLM: Low-Latency Serverless Inference for Large Language Models Y Fu, L Xue, Y Huang, AO Brabete, D Ustiugov, Y Patel, L Mai arXiv preprint arXiv:2401.14351, 2024 | 6* | 2024 |
| Privacy-preserving edge video analytics M Hu, Y Fu, D Wu Fog/Edge Computing For Security, Privacy, and Applications, 171-190, 2021 | 2 | 2021 |
| Robust size estimation of online social networks via subgraph sampling Y Jiang, Y Fu, Y Zhou, D Wu IEEE Transactions on Network Science and Engineering 7 (4), 2702-2713, 2020 | 2 | 2020 |
| Optimizing the Numbers of Queries and Replies in Federated Learning with Differential Privacy Y Zhou, X Liu, Y Fu, D Wu, C Li, S Yu arXiv preprint arXiv:2107.01895, 2021 | 1 | 2021 |
| ServerlessLLM: Low-Latency Serverless Inference for Large Language Models Y Fu, L Xue, Y Huang, AO Brabete, D Ustiugov, Y Patel, L Mai 18th USENIX Symposium on Operating Systems Design and Implementation (OSDI …, 2024 | | 2024 |
Luo MaiAssistant Professor at University of EdinburghVerified email at ed.ac.uk
