Qian Yu

39 papers A* 1A 1B 9Misc 2Journal 21Unranked 5
YearRankTypeTitle / Venue / Authors
2024 J jnl
Ising Model on Locally Tree-Like Graphs: Uniqueness of Solutions to Cavity Equations.
IEEE Trans. Inf. Theory
Qian Yu, Yury Polyanskiy
2022 — conf
LightSecAgg: a Lightweight and Versatile Design for Secure Aggregation in Federated Learning.
MLSys
Jinhyun So, Corey J. Nolet, Chien-Sheng Yang, Songze Li, Qian Yu, Ramy E. Ali, Basak Guler, Salman Avestimehr
2021 J jnl
Coded Computing for Resilient, Secure, and Privacy-Preserving Distributed Matrix Multiplication.
IEEE Trans. Commun.
Qian Yu, Amir Salman Avestimehr
2021 J jnl
LightSecAgg: Rethinking Secure Aggregation in Federated Learning.
CoRR
Chien-Sheng Yang, Jinhyun So, Chaoyang He, Songze Li, Qian Yu, Salman Avestimehr
2020 B conf
Entangled Polynomial Codes for Secure, Private, and Batch Distributed Matrix Multiplication: Breaking the "Cubic" Barrier.
ISIT
Qian Yu, Amir Salman Avestimehr
2020 J jnl
Entangled Polynomial Codes for Secure, Private, and Batch Distributed Matrix Multiplication: Breaking the "Cubic" Barrier.
CoRR
Qian Yu, Amir Salman Avestimehr
2020 A* conf
Minimax Regret of Switching-Constrained Online Convex Optimization: No Phase Transition.
NeurIPS
Lin Chen, Qian Yu, Hannah Lawrence, Amin Karbasi
2020 J jnl
Straggler Mitigation in Distributed Matrix Multiplication: Fundamental Limits and Optimal Coding.
IEEE Trans. Inf. Theory
Qian Yu, Mohammad Ali Maddah-Ali, Amir Salman Avestimehr
2019 J jnl
Characterizing the Rate-Memory Tradeoff in Cache Networks Within a Factor of 2.
IEEE Trans. Inf. Theory
Qian Yu, Mohammad Ali Maddah-Ali, Amir Salman Avestimehr
2019 B conf
Download and Access Trade-offs in Lagrange Coded Computing.
ISIT
Netanel Raviv, Qian Yu, Jehoshua Bruck, Salman Avestimehr
2019 B conf
Harmonic Coding: An Optimal Linear Code for Privacy-Preserving Gradient-Type Computation.
ISIT
Qian Yu, Amir Salman Avestimehr
2019 J jnl
Harmonic Coding: An Optimal Linear Code for Privacy-Preserving Gradient-Type Computation.
CoRR
Qian Yu, Amir Salman Avestimehr
2019 A conf
Lagrange Coded Computing: Optimal Design for Resiliency, Security, and Privacy.
AISTATS
Qian Yu, Songze Li, Netanel Raviv, Seyed Mohammadreza Mousavi Kalan, Mahdi Soltanolkotabi, Amir Salman Avestimehr
2019 J jnl
Minimax Regret of Switching-Constrained Online Convex Optimization: No Phase Transition.
CoRR
Lin Chen, Qian Yu, Hannah Lawrence, Amin Karbasi
2018 J jnl
A Fundamental Tradeoff Between Computation and Communication in Distributed Computing.
IEEE Trans. Inf. Theory
Songze Li, Mohammad Ali Maddah-Ali, Qian Yu, Amir Salman Avestimehr
2018 B conf
Coding for Private and Secure Multiparty Computing.
ITW
Qian Yu, Netanel Raviv, Amir Salman Avestimehr
2018 J jnl
Lagrange Coded Computing: Optimal Design for Resiliency, Security and Privacy.
CoRR
Qian Yu, Netanel Raviv, Jinhyun So, Amir Salman Avestimehr
2018 J jnl
Polynomially Coded Regression: Optimal Straggler Mitigation via Data Encoding.
CoRR
Songze Li, Seyed Mohammadreza Mousavi Kalan, Qian Yu, Mahdi Soltanolkotabi, Amir Salman Avestimehr
2018 B conf
Straggler Mitigation in Distributed Matrix Multiplication: Fundamental Limits and Optimal Coding.
ISIT
Qian Yu, Mohammad Ali Maddah-Ali, Amir Salman Avestimehr
2018 J jnl
Straggler Mitigation in Distributed Matrix Multiplication: Fundamental Limits and Optimal Coding.
CoRR
Qian Yu, Mohammad Ali Maddah-Ali, Amir Salman Avestimehr
2018 J jnl
The Exact Rate-Memory Tradeoff for Caching With Uncoded Prefetching.
IEEE Trans. Inf. Theory
Qian Yu, Mohammad Ali Maddah-Ali, Amir Salman Avestimehr
2017 J jnl
A Scalable Framework for Wireless Distributed Computing.
IEEE/ACM Trans. Netw.
Songze Li, Qian Yu, Mohammad Ali Maddah-Ali, Amir Salman Avestimehr
2017 J jnl
Characterizing the Rate-Memory Tradeoff in Cache Networks within a Factor of 2.
CoRR
Qian Yu, Mohammad Ali Maddah-Ali, Amir Salman Avestimehr
2017 B conf
Characterizing the rate-memory tradeoff in cache networks within a factor of 2.
ISIT
Qian Yu, Mohammad Ali Maddah-Ali, Amir Salman Avestimehr
2017 J jnl
Coded Fourier Transform.
CoRR
Qian Yu, Mohammad Ali Maddah-Ali, Amir Salman Avestimehr
2017 — conf
Coded fourier transform.
Allerton
Qian Yu, Mohammad Ali Maddah-Ali, Amir Salman Avestimehr
2017 B conf
Communication-optimal coding designs for caching networks.
ITW
Qian Yu, Mohammad Ali Maddah-Ali, Amir Salman Avestimehr
2017 J jnl
How to Optimally Allocate Resources for Coded Distributed Computing?
CoRR
Qian Yu, Songze Li, Mohammad Ali Maddah-Ali, Amir Salman Avestimehr
2017 — conf
How to optimally allocate resources for coded distributed computing?
ICC
Qian Yu, Songze Li, Mohammad Ali Maddah-Ali, Amir Salman Avestimehr
2017 — conf
Polynomial Codes: an Optimal Design for High-Dimensional Coded Matrix Multiplication.
NIPS
Qian Yu, Mohammad Ali Maddah-Ali, Salman Avestimehr
2017 J jnl
Polynomial Codes: an Optimal Design for High-Dimensional Coded Matrix Multiplication.
CoRR
Qian Yu, Mohammad Ali Maddah-Ali, Amir Salman Avestimehr
2017 B conf
The exact rate-memory tradeoff for caching with uncoded prefetching.
ISIT
Qian Yu, Mohammad Ali Maddah-Ali, Amir Salman Avestimehr
2016 J jnl
A Fundamental Tradeoff between Computation and Communication in Distributed Computing.
CoRR
Songze Li, Mohammad Ali Maddah-Ali, Qian Yu, Amir Salman Avestimehr
2016 J jnl
A Scalable Framework for Wireless Distributed Computing.
CoRR
Songze Li, Qian Yu, Mohammad Ali Maddah-Ali, Amir Salman Avestimehr
2016 Misc conf
Coded distributed computing: Fundamental limits and practical challenges.
ACSSC
Songze Li, Qian Yu, Mohammad Ali Maddah-Ali, Amir Salman Avestimehr
2016 B conf
Edge-Facilitated Wireless Distributed Computing.
GLOBECOM
Songze Li, Qian Yu, Mohammad Ali Maddah-Ali, Amir Salman Avestimehr
2016 Misc conf
Poster Abstract: A Scalable Coded Computing Framework for Edge-Facilitated Wireless Distributed Computing.
SEC
Songze Li, Qian Yu, Mohammad Ali Maddah-Ali, Amir Salman Avestimehr
2016 J jnl
The Exact Rate-Memory Tradeoff for Caching with Uncoded Prefetching.
CoRR
Qian Yu, Mohammad Ali Maddah-Ali, Amir Salman Avestimehr
2015 — conf
The Asymptotic Solutions of the Capacity Maximal Quantization Problem.
VTC Fall
Qian Yu, Muriel Médard