| LightSecAgg: a Lightweight and Versatile Design for Secure Aggregation in Federated Learning J So, CS Yang, C He, S Li, Q Yu, RE Ali, B Guler, S Avestimehr Proceedings of Machine Learning and Systems (MLSys), 2022 | 136* | 2022 |
| Securing Secure Aggregation: Mitigating Multi-Round Privacy Leakage in Federated Learning J So*, RE Ali*, B Guler, J Jiao, S Avestimehr Proceedings of the AAAI Conference on Artificial Intelligence 37, 2023 | 65 | 2023 |
| Adaptive Verifiable Coded Computing: Towards Fast, Secure and Private Distributed Machine Learning T Tang, RE Ali, H Hashemi, T Gangwani, S Avestimehr, M Annavaram IEEE International Parallel and Distributed Processing Symposium (IPDPS), 2021 | 35* | 2021 |
| On Polynomial Approximations for Privacy-Preserving and Verifiable ReLU Networks RE Ali*, J So*, AS Avestimehr NeurIPS PPML Workshop, 2020 | 32* | 2020 |
| 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 | 27 | 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, 2019 | 25 | 2019 |
| 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 | 24 | 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 | 24 | 2021 |
| 3LegRace: Privacy-Preserving DNN Training over TEEs and GPUs Y Niu, RE Ali, S Avestimehr Proceedings on Privacy Enhancing Technologies, 2022 | 18* | 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 |
| 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, 2022 | 9 | 2022 |
| 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 IEEE Information Theory Workshop (ITW), 176-180, 2016 | 5 | 2016 |
| Consistency Analysis of Replication-Based Probabilistic Key-Value Stores RE Ali 2021 IEEE International Conference on Communications (ICC), 2020 | 4 | 2020 |
| Energy Efficient LED Layout Optimization for Near-Uniform Illumination RE Ali, H Elgala SPIE Optical Engineering+ Applications, 995406-995406-7, 2015 | 4 | 2015 |
| 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, USC在 usc.edu 的电子邮件经过验证
