Boyue Li

According to our database, Boyue Li authored at least 10 papers between 2017 and 2023.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2023

Convergence and Privacy of Decentralized Nonconvex Optimization with Gradient Clipping and Communication Compression.

Boyue Li, Yuejie Chi

CoRR, 2023

2022

DESTRESS: Computation-Optimal and Communication-Efficient Decentralized Nonconvex Finite-Sum Optimization.

Boyue Li, Zhize Li, Yuejie Chi

SIAM J. Math. Data Sci., 2022

BEER: Fast $O(1/T)$ Rate for Decentralized Nonconvex Optimization with Communication Compression.

Haoyu Zhao, Boyue Li, Zhize Li, Peter Richtárik, Yuejie Chi

Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

SoteriaFL: A Unified Framework for Private Federated Learning with Communication Compression.

Zhize Li, Haoyu Zhao, Boyue Li, Yuejie Chi

Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

Harvesting Curvatures for Communication-Efficient Distributed Optimization.

Diogo Cardoso, Boyue Li, Yuejie Chi, João Xavier

Proceedings of the 56th Asilomar Conference on Signals, Systems, and Computers, ACSSC 2022, Pacific Grove, CA, USA, October 31, 2022

2020

Communication-Efficient Distributed Optimization in Networks with Gradient Tracking and Variance Reduction.

Boyue Li, Shicong Cen, Yuxin Chen, Yuejie Chi

J. Mach. Learn. Res., 2020

GT-SAGA: A fast incremental gradient method for decentralized finite-sum minimization.

Ran Xin, Boyue Li, Soummya Kar, Usman A. Khan

Proceedings of the 59th IEEE Conference on Decision and Control, 2020

2019

Communication-Efficient Distributed Optimization in Networks with Gradient Tracking.

Boyue Li, Shicong Cen, Yuxin Chen, Yuejie Chi

CoRR, 2019

2018

Nonparametric Density Estimation under Adversarial Losses.

Shashank Singh, Ananya Uppal, Boyue Li, Chun-Liang Li, Manzil Zaheer, Barnabás Póczos

Proceedings of the Advances in Neural Information Processing Systems 31: Annual Conference on Neural Information Processing Systems 2018, 2018

2017

Predictive State Recurrent Neural Networks.

Carlton Downey, Ahmed Hefny, Byron Boots, Geoffrey J. Gordon, Boyue Li

Proceedings of the Advances in Neural Information Processing Systems 30: Annual Conference on Neural Information Processing Systems 2017, 2017