Qian Yu

Publication Activity (10 Years)

Years Active: 2015-2024
Publications (10 Years): 38

Top Topics

Distributed Computing

Top Venues

IEEE Trans. Inf. Theory

Publications

Qian Yu, Yury Polyanskiy
Ising Model on Locally Tree-Like Graphs: Uniqueness of Solutions to Cavity Equations. IEEE Trans. Inf. Theory 70 (3) (2024)
Jinhyun So, Corey J. Nolet, Chien-Sheng Yang, Songze Li, Qian Yu, Ramy E. Ali, Basak Guler, Salman Avestimehr
LightSecAgg: a Lightweight and Versatile Design for Secure Aggregation in Federated Learning. MLSys (2022)
Chien-Sheng Yang, Jinhyun So, Chaoyang He, Songze Li, Qian Yu, Salman Avestimehr
LightSecAgg: Rethinking Secure Aggregation in Federated Learning. CoRR (2021)
Qian Yu, Amir Salman Avestimehr
Coded Computing for Resilient, Secure, and Privacy-Preserving Distributed Matrix Multiplication. IEEE Trans. Commun. 69 (1) (2021)
Qian Yu, Mohammad Ali Maddah-Ali, Amir Salman Avestimehr
Straggler Mitigation in Distributed Matrix Multiplication: Fundamental Limits and Optimal Coding. IEEE Trans. Inf. Theory 66 (3) (2020)
Lin Chen, Qian Yu, Hannah Lawrence, Amin Karbasi
Minimax Regret of Switching-Constrained Online Convex Optimization: No Phase Transition. NeurIPS (2020)
Qian Yu, Amir Salman Avestimehr
Entangled Polynomial Codes for Secure, Private, and Batch Distributed Matrix Multiplication: Breaking the "Cubic" Barrier. ISIT (2020)
Qian Yu, Amir Salman Avestimehr
Entangled Polynomial Codes for Secure, Private, and Batch Distributed Matrix Multiplication: Breaking the "Cubic" Barrier. CoRR (2020)
Netanel Raviv, Qian Yu, Jehoshua Bruck, Salman Avestimehr
Download and Access Trade-offs in Lagrange Coded Computing. ISIT (2019)
Qian Yu, Amir Salman Avestimehr
Harmonic Coding: An Optimal Linear Code for Privacy-Preserving Gradient-Type Computation. ISIT (2019)
Lin Chen, Qian Yu, Hannah Lawrence, Amin Karbasi
Minimax Regret of Switching-Constrained Online Convex Optimization: No Phase Transition. CoRR (2019)
Qian Yu, Mohammad Ali Maddah-Ali, Amir Salman Avestimehr
Characterizing the Rate-Memory Tradeoff in Cache Networks Within a Factor of 2. IEEE Trans. Inf. Theory 65 (1) (2019)
Qian Yu, Songze Li, Netanel Raviv, Seyed Mohammadreza Mousavi Kalan, Mahdi Soltanolkotabi, Amir Salman Avestimehr
Lagrange Coded Computing: Optimal Design for Resiliency, Security, and Privacy. AISTATS (2019)
Qian Yu, Amir Salman Avestimehr
Harmonic Coding: An Optimal Linear Code for Privacy-Preserving Gradient-Type Computation. CoRR (2019)
Qian Yu, Netanel Raviv, Amir Salman Avestimehr
Coding for Private and Secure Multiparty Computing. ITW (2018)
Qian Yu, Mohammad Ali Maddah-Ali, Amir Salman Avestimehr
Straggler Mitigation in Distributed Matrix Multiplication: Fundamental Limits and Optimal Coding. ISIT (2018)
Qian Yu, Mohammad Ali Maddah-Ali, Amir Salman Avestimehr
Straggler Mitigation in Distributed Matrix Multiplication: Fundamental Limits and Optimal Coding. CoRR (2018)
Qian Yu, Netanel Raviv, Jinhyun So, Amir Salman Avestimehr
Lagrange Coded Computing: Optimal Design for Resiliency, Security and Privacy. CoRR (2018)
Songze Li, Seyed Mohammadreza Mousavi Kalan, Qian Yu, Mahdi Soltanolkotabi, Amir Salman Avestimehr
Polynomially Coded Regression: Optimal Straggler Mitigation via Data Encoding. CoRR (2018)
Songze Li, Mohammad Ali Maddah-Ali, Qian Yu, Amir Salman Avestimehr
A Fundamental Tradeoff Between Computation and Communication in Distributed Computing. IEEE Trans. Inf. Theory 64 (1) (2018)
Qian Yu, Mohammad Ali Maddah-Ali, Amir Salman Avestimehr
The Exact Rate-Memory Tradeoff for Caching With Uncoded Prefetching. IEEE Trans. Inf. Theory 64 (2) (2018)
Qian Yu, Mohammad Ali Maddah-Ali, Amir Salman Avestimehr
Communication-optimal coding designs for caching networks. ITW (2017)
Qian Yu, Mohammad Ali Maddah-Ali, Amir Salman Avestimehr
Coded Fourier Transform. CoRR (2017)
Qian Yu, Mohammad Ali Maddah-Ali, Salman Avestimehr
Polynomial Codes: an Optimal Design for High-Dimensional Coded Matrix Multiplication. NIPS (2017)
Qian Yu, Mohammad Ali Maddah-Ali, Amir Salman Avestimehr
Characterizing the rate-memory tradeoff in cache networks within a factor of 2. ISIT (2017)
Qian Yu, Mohammad Ali Maddah-Ali, Amir Salman Avestimehr
Polynomial Codes: an Optimal Design for High-Dimensional Coded Matrix Multiplication. CoRR (2017)
Qian Yu, Songze Li, Mohammad Ali Maddah-Ali, Amir Salman Avestimehr
How to optimally allocate resources for coded distributed computing? ICC (2017)
Qian Yu, Mohammad Ali Maddah-Ali, Amir Salman Avestimehr
Coded fourier transform. Allerton (2017)
Qian Yu, Mohammad Ali Maddah-Ali, Amir Salman Avestimehr
Characterizing the Rate-Memory Tradeoff in Cache Networks within a Factor of 2. CoRR (2017)
Songze Li, Qian Yu, Mohammad Ali Maddah-Ali, Amir Salman Avestimehr
A Scalable Framework for Wireless Distributed Computing. IEEE/ACM Trans. Netw. 25 (5) (2017)
Qian Yu, Mohammad Ali Maddah-Ali, Amir Salman Avestimehr
The exact rate-memory tradeoff for caching with uncoded prefetching. ISIT (2017)
Qian Yu, Songze Li, Mohammad Ali Maddah-Ali, Amir Salman Avestimehr
How to Optimally Allocate Resources for Coded Distributed Computing? CoRR (2017)
Songze Li, Qian Yu, Mohammad Ali Maddah-Ali, Amir Salman Avestimehr
Poster Abstract: A Scalable Coded Computing Framework for Edge-Facilitated Wireless Distributed Computing. SEC (2016)
Songze Li, Qian Yu, Mohammad Ali Maddah-Ali, Amir Salman Avestimehr
A Scalable Framework for Wireless Distributed Computing. CoRR (2016)
Songze Li, Mohammad Ali Maddah-Ali, Qian Yu, Amir Salman Avestimehr
A Fundamental Tradeoff between Computation and Communication in Distributed Computing. CoRR (2016)
Songze Li, Qian Yu, Mohammad Ali Maddah-Ali, Amir Salman Avestimehr
Edge-Facilitated Wireless Distributed Computing. GLOBECOM (2016)
Songze Li, Qian Yu, Mohammad Ali Maddah-Ali, Amir Salman Avestimehr
Coded distributed computing: Fundamental limits and practical challenges. ACSSC (2016)
Qian Yu, Mohammad Ali Maddah-Ali, Amir Salman Avestimehr
The Exact Rate-Memory Tradeoff for Caching with Uncoded Prefetching. CoRR (2016)
Qian Yu, Muriel Médard
The Asymptotic Solutions of the Capacity Maximal Quantization Problem. VTC Fall (2015)