| Lightsecagg: a lightweight and versatile design for secure aggregation in federated learning J So, C He, CS Yang, S Li, Q Yu, R E Ali, B Guler, S Avestimehr Proceedings of Machine Learning and Systems 4, 694-720, 2022 | 168 | 2022 |
| Securing secure aggregation: Mitigating multi-round privacy leakage in federated learning J So, RE Ali, B Güler, J Jiao, AS Avestimehr Proceedings of the AAAI Conference on Artificial Intelligence 37 (8), 9864-9873, 2023 | 93 | 2023 |
| On Polynomial Approximations for Privacy-Preserving and Verifiable ReLU Networks RE Ali*, J So*, AS Avestimehr NeurIPS PPML Workshop, 2020 | 45* | 2020 |
| Adaptive verifiable coded computing: Towards fast, secure and private distributed machine learning T Tang, RE Ali, H Hashemi, T Gangwani, S Avestimehr, M Annavaram 2022 IEEE International Parallel and Distributed Processing Symposium (IPDPS …, 2022 | 42* | 2022 |
| Secure aggregation for buffered asynchronous federated learning J So, RE Ali, B Güler, AS Avestimehr Workshop on New Frontiers in Federated Learning in Conjunction with NeurIPS, 2021 | 37 | 2021 |
| Hierarchical deep double q-routing RE Ali, B Erman, E Baştuğ, B Cilli ICC 2020-2020 IEEE International Conference on Communications (ICC), 1-7, 2020 | 28 | 2020 |
| List-Decodable Coded Computing: Breaking the Adversarial Toleration Barrier M Soleymani, RE Ali, H Mahdavifar, AS Avestimehr 2021 IEEE International Symposium on Information Theory (ISIT), 1206 - 1211, 2021 | 27 | 2021 |
| List-Decodable Coded Computing: Breaking the Adversarial Toleration Barrier M Soleymani, RE Ali, H Mahdavifar, AS Avestimehr IEEE Journal on Selected Areas in Information Theory 2 (3), 867 - 878, 2021 | 27 | 2021 |
| 3legrace: Privacy-preserving dnn training over tees and gpus Y Niu, RE Ali, S Avestimehr arXiv preprint arXiv:2110.01229, 2021 | 24* | 2021 |
| ApproxIFER: A model-agnostic approach to resilient and robust prediction serving systems M Soleymani, RE Ali, H Mahdavifar, AS Avestimehr Proceedings of the AAAI Conference on Artificial Intelligence 36 (8), 8342-8350, 2022 | 12 | 2022 |
| A pricing-based cooperative spectrum sharing stackelberg game RE Ali, KG Seddik, M Nafie, FF Digham 2014 12th International Symposium on Modeling and Optimization in Mobile, Ad …, 2014 | 10 | 2014 |
| A probabilistic MAC for cognitive radio systems with energy harvesting nodes RE Ali, FF Digham, KG Seddik, M Nafie, A El-Keyi, Z Han 2014 IEEE Global Conference on Signal and Information Processing (GlobalSIP …, 2014 | 9 | 2014 |
| Info-Commit: Information-Theoretic Polynomial Commitment S Sahraei, S Avestimehr, RE Ali IEEE Transactions on Information Forensics and Security, 2021 | 6 | 2021 |
| Harnessing Correlations in Distributed Erasure-Coded Key-Value Stores RE Ali, VR Cadambe IEEE Transactions on Communications, 2017 | 6* | 2017 |
| Consistent distributed storage of correlated data updates via multi-version coding RE Ali, VR Cadambe 2016 IEEE Information Theory Workshop (ITW), 176-180, 2016 | 5 | 2016 |
| Energy efficient LED layout optimization for near-uniform illumination RE Ali, H Elgala Fifteenth International Conference on Solid State Lighting and LED-based …, 2016 | 5 | 2016 |
| Consistency analysis of replication-based probabilistic key-value stores RE Ali ICC 2021-IEEE International Conference on Communications, 1-6, 2020 | 4 | 2020 |
| On Multi-Round Privacy in Federated Learning A Deer, RE Ali, AS Avestimehr 2022 56th Asilomar conference on signals, systems, and computers, 764-769, 2022 | 2 | 2022 |
| Multi-version coding with side information RE Ali, VR Cadambe, J Llorca, AM Tulino 2018 IEEE International Symposium on Information Theory (ISIT), 1934-1938, 2018 | 2 | 2018 |
| All Rivers Run to the Sea: Private Learning with Asymmetric Flows Y Niu, RE Ali, S Prakash, S Avestimehr IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024 | 1 | 2024 |
Salman AvestimehrDean's Professor and Director of USC-Amazon Center on Trustworthy AI, USCยืนยันอีเมลแล้วที่ usc.edu