Yuejiao Sun

Publication Activity (10 Years)

Years Active: 2017-2022
Publications (10 Years): 22

Top Topics

Distributed Learning

Monte Carlo Method

Stochastic Gradient

Top Venues

IEEE Trans. Signal Process.

Publications

Tianyi Chen, Yuejiao Sun, Quan Xiao, Wotao Yin
A Single-Timescale Method for Stochastic Bilevel Optimization. AISTATS (2022)
Tianyi Chen, Yuejiao Sun, Wotao Yin
Solving Stochastic Compositional Optimization is Nearly as Easy as Solving Stochastic Optimization. IEEE Trans. Signal Process. 69 (2021)
Yanli Liu, Yuejiao Sun, Wotao Yin
Decentralized Learning With Lazy and Approximate Dual Gradients. IEEE Trans. Signal Process. 69 (2021)
Tianyi Chen, Ziye Guo, Yuejiao Sun, Wotao Yin
CADA: Communication-Adaptive Distributed Adam. AISTATS (2021)
Tianyi Chen, Yuejiao Sun, Wotao Yin
Communication-Adaptive Stochastic Gradient Methods for Distributed Learning. IEEE Trans. Signal Process. 69 (2021)
Tianyi Chen, Yuejiao Sun, Wotao Yin
Closing the Gap: Tighter Analysis of Alternating Stochastic Gradient Methods for Bilevel Problems. NeurIPS (2021)
Yuejiao Sun, Tianyi Chen, Wotao Yin
An Optimal Stochastic Compositional Optimization Method with Applications to Meta Learning. ICASSP (2021)
Tianyi Chen, Yuejiao Sun, Wotao Yin
A Single-Timescale Stochastic Bilevel Optimization Method. CoRR (2021)
Tianyi Chen, Yuejiao Sun, Wotao Yin
Tighter Analysis of Alternating Stochastic Gradient Method for Stochastic Nested Problems. CoRR (2021)
Tianyi Chen, Ziye Guo, Yuejiao Sun, Wotao Yin
CADA: Communication-Adaptive Distributed Adam. CoRR (2020)
Tianyi Chen, Yuejiao Sun, Wotao Yin
LASG: Lazily Aggregated Stochastic Gradients for Communication-Efficient Distributed Learning. CoRR (2020)
Zhangxuan Hu, Yishi Wang, Zhe Zhang, Jieying Zhang, Huimao Zhang, Chunjie Guo, Yuejiao Sun, Hua Guo
Distortion correction of single-shot EPI enabled by deep-learning. NeuroImage 221 (2020)
Tao Sun, Yuejiao Sun, Yangyang Xu, Wotao Yin
Markov chain block coordinate descent. Comput. Optim. Appl. 75 (1) (2020)
Tianyi Chen, Xiao Jin, Yuejiao Sun, Wotao Yin
VAFL: a Method of Vertical Asynchronous Federated Learning. CoRR (2020)
Tianyi Chen, Yuejiao Sun, Wotao Yin
Solving Stochastic Compositional Optimization is Nearly as Easy as Solving Stochastic Optimization. CoRR (2020)
Yifan Chen, Yuejiao Sun, Wotao Yin
Run-and-Inspect Method for nonconvex optimization and global optimality bounds for R-local minimizers. Math. Program. 176 (1-2) (2019)
Tao Sun, Yuejiao Sun, Dongsheng Li, Qing Liao
General Proximal Incremental Aggregated Gradient Algorithms: Better and Novel Results under General Scheme. NeurIPS (2019)
Tao Sun, Yuejiao Sun, Dongsheng Li, Qing Liao
General Proximal Incremental Aggregated Gradient Algorithms: Better and Novel Results under General Scheme. CoRR (2019)
Tao Sun, Tianyi Chen, Yuejiao Sun, Qing Liao, Dongsheng Li
Decentralized Markov Chain Gradient Descent. CoRR (2019)
Tao Sun, Yuejiao Sun, Wotao Yin
On Markov Chain Gradient Descent. NeurIPS (2018)
Tao Sun, Yuejiao Sun, Yangyang Xu, Wotao Yin
Markov Chain Block Coordinate Descent. CoRR (2018)
Yifan Chen, Yuejiao Sun, Wotao Yin
Run-and-Inspect Method for Nonconvex Optimization and Global Optimality Bounds for R-Local Minimizers. CoRR (2017)