Yuejiao Sun

According to our database, Yuejiao Sun authored at least 18 papers between 2018 and 2022.

Collaborative distances:

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

2022

A Single-Timescale Method for Stochastic Bilevel Optimization.

Tianyi Chen, Yuejiao Sun, Quan Xiao, Wotao Yin

Proceedings of the International Conference on Artificial Intelligence and Statistics, 2022

2021

Decentralized Learning With Lazy and Approximate Dual Gradients.

Yanli Liu, Yuejiao Sun, Wotao Yin

IEEE Trans. Signal Process., 2021

Solving Stochastic Compositional Optimization is Nearly as Easy as Solving Stochastic Optimization.

Tianyi Chen, Yuejiao Sun, Wotao Yin

IEEE Trans. Signal Process., 2021

Communication-Adaptive Stochastic Gradient Methods for Distributed Learning.

Tianyi Chen, Yuejiao Sun, Wotao Yin

IEEE Trans. Signal Process., 2021

Tighter Analysis of Alternating Stochastic Gradient Method for Stochastic Nested Problems.

Tianyi Chen, Yuejiao Sun, Wotao Yin

CoRR, 2021

A Single-Timescale Stochastic Bilevel Optimization Method.

Tianyi Chen, Yuejiao Sun, Wotao Yin

CoRR, 2021

Closing the Gap: Tighter Analysis of Alternating Stochastic Gradient Methods for Bilevel Problems.

Tianyi Chen, Yuejiao Sun, Wotao Yin

Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021

An Optimal Stochastic Compositional Optimization Method with Applications to Meta Learning.

Yuejiao Sun, Tianyi Chen, Wotao Yin

Proceedings of the IEEE International Conference on Acoustics, 2021

CADA: Communication-Adaptive Distributed Adam.

Tianyi Chen, Ziye Guo, Yuejiao Sun, Wotao Yin

Proceedings of the 24th International Conference on Artificial Intelligence and Statistics, 2021

2020

Distortion correction of single-shot EPI enabled by deep-learning.

Zhangxuan Hu, Yishi Wang, Zhe Zhang, Jieying Zhang, Huimao Zhang, Chunjie Guo, Yuejiao Sun, Hua Guo

NeuroImage, 2020

VAFL: a Method of Vertical Asynchronous Federated Learning.

Tianyi Chen, Xiao Jin, Yuejiao Sun, Wotao Yin

CoRR, 2020

LASG: Lazily Aggregated Stochastic Gradients for Communication-Efficient Distributed Learning.

Tianyi Chen, Yuejiao Sun, Wotao Yin

CoRR, 2020

Markov chain block coordinate descent.

Tao Sun, Yuejiao Sun, Yangyang Xu, Wotao Yin

Comput. Optim. Appl., 2020

2019

Run-and-Inspect Method for nonconvex optimization and global optimality bounds for R-local minimizers.

Yifan Chen, Yuejiao Sun, Wotao Yin

Math. Program., 2019

Decentralized Markov Chain Gradient Descent.

Tao Sun, Tianyi Chen, Yuejiao Sun, Qing Liao, Dongsheng Li

CoRR, 2019

General Proximal Incremental Aggregated Gradient Algorithms: Better and Novel Results under General Scheme.

Tao Sun, Yuejiao Sun, Dongsheng Li, Qing Liao

Proceedings of the Advances in Neural Information Processing Systems 32: Annual Conference on Neural Information Processing Systems 2019, 2019

2018

Markov Chain Block Coordinate Descent.

Tao Sun, Yuejiao Sun, Yangyang Xu, Wotao Yin

CoRR, 2018

On Markov Chain Gradient Descent.

Tao Sun, Yuejiao Sun, Wotao Yin

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