Wei Liu

Joined

September 2022

Names

Wei Liu (Preferred)

Emails

****@lsec.cc.ac.cn (Confirmed)

,

****@rpi.edu (Confirmed)

,

****@gmail.com (Confirmed)

Personal Links

Career & Education History

Postdoc

Rensselaer Polytechnic Institute (rpi.edu)

2022 – 2024

Advisors, Relations & Conflicts

PhD Advisor

2017 – 2022

Expertise

No areas of expertise listed

Publications

LoDAdaC: a unified local training-based decentralized framework with adaptive gradients and compressed communication
Wei Liu, Anweshit Panda, Ujwal Pandey, Haven Cook, George Slota, Naigang Wang, Jie Chen, Yangyang Xu
- Accepted by TMLR
- Readers: Everyone
Compressed Decentralized Momentum Stochastic Gradient Methods for Nonconvex Optimization
Wei Liu, Anweshit Panda, Ujwal Pandey, Christopher Brissette, Yikang Shen, George Slota, Naigang Wang, Jie Chen, Yangyang Xu
- Accepted by TMLR
- Readers: Everyone
The Implicit Bias of Stochastic AdaGrad-Norm on Separable Data
Ruinan Jin, Wei Liu, Shuai Li, Baoxiang Wang
- Submitted to ICLR 2025
- Readers: Everyone
The Implicit Bias of Stochastic AdaGrad-Norm on Separable Data
Ruinan Jin, Wei Liu, Baoxiang Wang
- Submitted to ICLR 2024
- Readers: Everyone
On the convergence of SGD under the over-parameter setting
ruinan Jin, Yiwei Wang, Wei Liu, Baoxiang Wang
- Published: 01 Feb 2023, Last Modified: 13 Feb 2023
- Submitted to ICLR 2023
- Readers: Everyone

Co-Authors