| A Fundamental Tradeoff between Computation and Communication in Distributed Computing S Li, MA Maddah-Ali, Q Yu, AS Avestimehr arXiv preprint arXiv:1604.07086, 2016 | 506 | 2016 |
| Polynomial codes: an optimal design for high-dimensional coded matrix multiplication Q Yu, M Maddah-Ali, S Avestimehr Advances in Neural Information Processing Systems, 4403-4413, 2017 | 495 | 2017 |
| 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 | 405 | 2019 |
| 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, 2018 | 392 | 2018 |
| 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 | 331 | 2020 |
| Characterizing the rate-memory tradeoff in cache networks within a factor of 2 Q Yu, MA Maddah-Ali, AS Avestimehr IEEE Transactions on Information Theory 65 (1), 647-663, 2019 | 186 | 2019 |
| A scalable framework for wireless distributed computing S Li, Q Yu, MA Maddah-Ali, AS Avestimehr IEEE/ACM Transactions on Networking 25 (5), 2643-2654, 2017 | 132 | 2017 |
| Entangled polynomial codes for secure, private, and batch distributed matrix multiplication: Breaking the" cubic" barrier Q Yu, AS Avestimehr 2020 IEEE International Symposium on Information Theory (ISIT), 245-250, 2020 | 78 | 2020 |
| Coded fourier transform Q Yu, MA Maddah-Ali, AS Avestimehr 2017 55th Annual Allerton Conference on Communication, Control, and …, 2017 | 76 | 2017 |
| How to Optimally Allocate Resources for Coded Distributed Computing? Q Yu, S Li, MA Maddah-Ali, AS Avestimehr IEEE International Conference on Communications 2017, 2017 | 62 | 2017 |
| Polynomially Coded Regression: Optimal Straggler Mitigation via Data Encoding S Li, SMM Kalan, Q Yu, M Soltanolkotabi, AS Avestimehr arXiv preprint arXiv:1805.09934, 2018 | 53 | 2018 |
| Edge-facilitated wireless distributed computing S Li, Q Yu, MA Maddah-Ali, AS Avestimehr 2016 IEEE Global Communications Conference (GLOBECOM), 1-7, 2016 | 32 | 2016 |
| LightSecAgg: Rethinking Secure Aggregation in Federated Learning CS Yang, J So, C He, S Li, Q Yu, S Avestimehr arXiv preprint arXiv:2109.14236, 2021 | 28 | 2021 |
| Coded computing for resilient, secure, and privacy-preserving distributed matrix multiplication Q Yu, AS Avestimehr IEEE Transactions on Communications 69 (1), 59-72, 2020 | 26 | 2020 |
| Coded distributed computing: Fundamental limits and practical challenges S Li, Q Yu, MA Maddah-Ali, AS Avestimehr 2016 50th Asilomar Conference on Signals, Systems and Computers, 509-513, 2016 | 25 | 2016 |
| Minimax regret of switching-constrained online convex optimization: No phase transition L Chen, Q Yu, H Lawrence, A Karbasi Advances in Neural Information Processing Systems 33, 2020 | 24 | 2020 |
| Harmonic coding: An optimal linear code for privacy-preserving gradient-type computation Q Yu, AS Avestimehr 2019 IEEE International Symposium on Information Theory (ISIT), 1102-1106, 2019 | 13 | 2019 |
| Ising model on locally tree-like graphs: Uniqueness of solutions to cavity equations Q Yu, Y Polyanskiy IEEE Transactions on Information Theory, 2023 | 12 | 2023 |
| A scalable coded computing framework for edge-facilitated wireless distributed computing S Li, Q Yu, MA Maddah-Ali, AS Avestimehr 2016 IEEE/ACM Symposium on Edge Computing (SEC), 79-80, 2016 | 8 | 2016 |
| Feature Cross Search via Submodular Optimization L Chen, H Esfandiari, G Fu, VS Mirrokni, Q Yu arXiv preprint arXiv:2107.02139, 2021 | 5 | 2021 |
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
