| Towards flexible device participation in federated learning Y Ruan, X Zhang, SC Liang, C Joe-Wong International Conference on Artificial Intelligence and Statistics, 3403-3411, 2021 | 87 | 2021 |
| Network-aware optimization of distributed learning for fog computing Y Tu, Y Ruan, S Wagle, CG Brinton, C Joe-Wong IEEE INFOCOM 2020-IEEE Conference on Computer Communications, 2509-2518, 2020 | 65 | 2020 |
| Fedsoft: Soft clustered federated learning with proximal local updating Y Ruan, C Joe-Wong Proceedings of the AAAI Conference on Artificial Intelligence 36 (7), 8124-8131, 2022 | 48 | 2022 |
| Network-aware optimization of distributed learning for fog computing S Wang, Y Ruan, Y Tu, S Wagle, CG Brinton, C Joe-Wong IEEE/ACM Transactions on Networking 29 (5), 2019-2032, 2021 | 43 | 2021 |
| Towards flexible device participation in federated learning for non-IID data Y Ruan, X Zhang, SC Liang, C Joe-Wong arXiv preprint arXiv:2006.06954, 2020 | 16 | 2020 |
| How valuable is your data? optimizing client recruitment in federated learning Y Ruan, X Zhang, C Joe-Wong 2021 19th International Symposium on Modeling and Optimization in Mobile, Ad …, 2021 | 14 | 2021 |
| On the economic value of mobile caching Y Ruan, C Joe-Wong IEEE INFOCOM 2020-IEEE Conference on Computer Communications, 984-993, 2020 | 6 | 2020 |
| Pricing tradeoffs for data analytics in fog–cloud scenarios Y Ruan, L Zheng, M Gorlatova, M Chiang, C Joe‐Wong Fog and Fogonomics: Challenges and Practices of Fog Computing, Communication …, 2020 | 2 | 2020 |
| Fair Training of Multiple Federated Learning Models on Resource Constrained Network Devices M Siew, S Arunasalam, Y Ruan, Z Zhu, L Su, S Ioannidis, E Yeh, ... The 22nd International Conference on Information Processing in Sensor …, 2023 | 1 | 2023 |
| Enabling Collaborative Use of Data for Mobile Devices under Physical and Privacy Constraints Y Ruan Carnegie Mellon University, 2022 | | 2022 |
| On the Economic Value of Vehicular Caching Y Ruan, C Joe-Wong ACM SIGMETRICS Performance Evaluation Review 46 (2), 83-84, 2019 | | 2019 |
