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Qian Yu (于乾)
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Year
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
4882016
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
4732017
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
3792019
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
3792018
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
3092020
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
1802019
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
1272017
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
772020
Coded fourier transform
Q Yu, MA Maddah-Ali, AS Avestimehr
2017 55th Annual Allerton Conference on Communication, Control, and …, 2017
742017
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
612017
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
522018
Edge-facilitated wireless distributed computing
S Li, Q Yu, MA Maddah-Ali, AS Avestimehr
2016 IEEE Global Communications Conference (GLOBECOM), 1-7, 2016
322016
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
282021
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
252016
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
222020
Coded computing for resilient, secure, and privacy-preserving distributed matrix multiplication
Q Yu, AS Avestimehr
IEEE Transactions on Communications 69 (1), 59-72, 2020
202020
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
132019
Ising model on locally tree-like graphs: Uniqueness of solutions to cavity equations
Q Yu, Y Polyanskiy
IEEE Transactions on Information Theory, 2023
112023
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
82016
Feature Cross Search via Submodular Optimization
L Chen, H Esfandiari, G Fu, VS Mirrokni, Q Yu
arXiv preprint arXiv:2107.02139, 2021
52021
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