Boyue Li

Joined

July 2019

Names

Boyue Li (Preferred)

Emails

****@andrew.cmu.edu (Confirmed)

Personal Links

Career & Education History

PhD student

Carnegie Mellon University (cmu.edu)

2018 – 2023

Advisors, Relations & Conflicts

PhD Advisor

Yuejie Chi

2018 – 2023

Expertise

Distributed optimization

Present

Publications

BEER: Fast $O(1/T)$ Rate for Decentralized Nonconvex Optimization with Communication Compression
Haoyu Zhao, Boyue Li, Zhize Li, Peter Richtárik, Yuejie Chi
- Published: 31 Oct 2022, Last Modified: 08 Feb 2026
- NeurIPS 2022 Accept
- Readers: Everyone
SoteriaFL: A Unified Framework for Private Federated Learning with Communication Compression
Zhize Li, Haoyu Zhao, Boyue Li, Yuejie Chi
- Published: 31 Oct 2022, Last Modified: 08 Feb 2026
- NeurIPS 2022 Accept
- Readers: Everyone
BEER: Fast O(1/T) Rate for Decentralized Nonconvex Optimization with Communication Compression
Haoyu Zhao, Boyue Li, Zhize Li, Peter Richtárik, Yuejie Chi
- 2022 (modified: 17 May 2022)
- CoRR 2022
- Readers: Everyone
DESTRESS: Computation-Optimal and Communication-Efficient Decentralized Nonconvex Finite-Sum Optimization
Boyue Li, Zhize Li, Yuejie Chi
- 2022 (modified: 14 Apr 2023)
- SIAM J. Math. Data Sci. 2022
- Readers: Everyone
Harvesting Curvatures for Communication-Efficient Distributed Optimization
Diogo Cardoso, Boyue Li, Yuejie Chi, João Xavier
- 2022 (modified: 14 Apr 2023)
- IEEECONF 2022
- Readers: Everyone
SoteriaFL: A Unified Framework for Private Federated Learning with Communication Compression
Zhize Li, Haoyu Zhao, Boyue Li, Yuejie Chi
- 2022 (modified: 14 Apr 2023)
- CoRR 2022
- Readers: Everyone
DESTRESS: Computation-Optimal and Communication-Efficient Decentralized Nonconvex Finite-Sum Optimization
Boyue Li, Zhize Li, Yuejie Chi
- 2021 (modified: 17 May 2022)
- CoRR 2021
- Readers: Everyone
Communication-Efficient Distributed Optimization in Networks with Gradient Tracking and Variance Reduction
Boyue Li, Shicong Cen, Yuxin Chen, Yuejie Chi
- 2020 (modified: 14 Apr 2023)
- AISTATS 2020
- Readers: Everyone
GT-SAGA: A fast incremental gradient method for decentralized finite-sum minimization
Ran Xin, Boyue Li, Soummya Kar, Usman A. Khan
- 2020 (modified: 17 May 2022)
- CDC 2020
- Readers: Everyone
Communication-Efficient Distributed Optimization in Networks with Gradient Tracking and Variance Reduction
Boyue Li, Shicong Cen, Yuxin Chen, Yuejie Chi
- 2020 (modified: 17 May 2022)
- J. Mach. Learn. Res. 2020
- Readers: Everyone

View all 12 publications

Co-Authors