| Batchcrypt: Efficient homomorphic encryption for cross-silo federated learning C Zhang, S Li, J Xia, W Wang, F Yan, Y Liu Proceedings of the 2020 USENIX Annual Technical Conference (USENIX ATC 2020), 2020 | 808 | 2020 |
| MArk: Exploiting cloud services for cost-effective, slo-aware machine learning inference serving C Zhang, M Yu, W Wang, F Yan 2019 {USENIX} Annual Technical Conference ({USENIX}{ATC} 19), 1049-1062, 2019 | 331 | 2019 |
| Citadel: Protecting Data Privacy and Model Confidentiality for Collaborative Learning C Zhang, J Xia, B Yang, H Puyang, W Wang, R Chen, IE Akkus, P Aditya, ... Proceedings of the ACM Symposium on Cloud Computing, 546-561, 2021 | 39 | 2021 |
| Stay Fresh: Speculative Synchronization for Fast Distributed Machine Learning C Zhang, H Tian, W Wang, F Yan 2018 IEEE 38th International Conference on Distributed Computing Systems …, 2018 | 36 | 2018 |
| Enabling cost-effective, slo-aware machine learning inference serving on public cloud C Zhang, M Yu, W Wang, F Yan IEEE Transactions on Cloud Computing 10 (3), 1765-1779, 2020 | 33 | 2020 |
| Not All Explorations Are Equal: Harnessing Heterogeneous Profiling Cost for Efficient MLaaS Training J Yi, C Zhang, W Wang, C Li, F Yan 34th IEEE International Parallel & Distributed Processing Symposium, 2020 | 9 | 2020 |
| Towards dependency-aware cache management for data analytics applications Y Yu, C Zhang, W Wang, J Zhang, KB Letaief IEEE Transactions on Cloud Computing 10 (1), 706-723, 2019 | 6 | 2019 |
