| Wireless network information flow: A deterministic approach AS Avestimehr, SN Diggavi, DNC Tse Information Theory, IEEE Transactions on 57 (4), 1872-1905, 2011 | 1174* | 2011 |
| Fedml: A research library and benchmark for federated machine learning C He, S Li, J So, X Zeng, M Zhang, H Wang, X Wang, P Vepakomma, ... arXiv preprint arXiv:2007.13518, 2020 | 768* | 2020 |
| Group knowledge transfer: Federated learning of large cnns at the edge C He, M Annavaram, S Avestimehr Advances in neural information processing systems 33, 14068-14080, 2020 | 663 | 2020 |
| A fundamental tradeoff between computation and communication in distributed computing S Li, MA Maddah-Ali, Q Yu, AS Avestimehr IEEE Transactions on Information Theory 64 (1), 109-128, 2017 | 580 | 2017 |
| Polynomial codes: an optimal design for high-dimensional coded matrix multiplication Q Yu, M Maddah-Ali, S Avestimehr Advances in Neural Information Processing Systems 30, 2017 | 571 | 2017 |
| A field guide to federated optimization J Wang, Z Charles, Z Xu, G Joshi, HB McMahan, M Al-Shedivat, G Andrew, ... arXiv preprint arXiv:2107.06917, 2021 | 516 | 2021 |
| Lagrange coded computing: Optimal design for resiliency, security, and privacy Q Yu, S Li, N Raviv, SMM Kalan, M Soltanolkotabi, SA Avestimehr The 22nd International Conference on Artificial Intelligence and Statistics …, 2019 | 508 | 2019 |
| Federated learning for the internet of things: Applications, challenges, and opportunities T Zhang, L Gao, C He, M Zhang, B Krishnamachari, AS Avestimehr IEEE Internet of Things Magazine 5 (1), 24-29, 2022 | 481 | 2022 |
| The exact rate-memory tradeoff for caching with uncoded prefetching Q Yu, MA Maddah-Ali, AS Avestimehr IEEE Transactions on Information Theory 64 (2), 1281-1296, 2017 | 442 | 2017 |
| Turbo-aggregate: Breaking the quadratic aggregation barrier in secure federated learning J So, B Güler, AS Avestimehr IEEE Journal on Selected Areas in Information Theory 2 (1), 479-489, 2021 | 417 | 2021 |
| Straggler mitigation in distributed matrix multiplication: Fundamental limits and optimal coding Q Yu, MA Maddah-Ali, AS Avestimehr IEEE Transactions on Information Theory 66 (3), 1920-1933, 2020 | 394 | 2020 |
| Byzantine-resilient secure federated learning J So, B Güler, AS Avestimehr IEEE Journal on Selected Areas in Communications 39 (7), 2168-2181, 2020 | 393 | 2020 |
| Fairfed: Enabling group fairness in federated learning YH Ezzeldin, S Yan, C He, E Ferrara, AS Avestimehr Proceedings of the AAAI conference on artificial intelligence 37 (6), 7494-7502, 2023 | 331 | 2023 |
| Coded computation over heterogeneous clusters A Reisizadeh, S Prakash, R Pedarsani, AS Avestimehr IEEE Transactions on Information Theory 65 (7), 4227-4242, 2019 | 315 | 2019 |
| Fedgraphnn: A federated learning system and benchmark for graph neural networks C He, K Balasubramanian, E Ceyani, C Yang, H Xie, L Sun, L He, L Yang, ... arXiv preprint arXiv:2104.07145, 2021 | 276 | 2021 |
| Fundamental limits of cache-aided interference management N Naderializadeh, MA Maddah-Ali, AS Avestimehr IEEE Transactions on Information Theory 63 (5), 3092-3107, 2017 | 274 | 2017 |
| 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 | 244 | 2022 |
| Weighted ℓ1minimization for sparse recovery with prior information MA Khajehnejad, W Xu, AS Avestimehr, B Hassibi 2009 IEEE international symposium on information theory, 483-487, 2009 | 228 | 2009 |
| On the optimality of treating interference as noise C Geng, N Naderializadeh, AS Avestimehr, SA Jafar IEEE Transactions on Information Theory 61 (4), 1753-1767, 2015 | 223 | 2015 |
| ITLinQ: A new approach for spectrum sharing in device-to-device communication systems N Naderializadeh, AS Avestimehr IEEE journal on selected areas in communications 32 (6), 1139-1151, 2014 | 222 | 2014 |
