Yangyang Xu

Assistant Professor, Rensselaer Polytechnic Institute

Joined

July 2019

Names

Yangyang Xu

Emails

****@rpi.edu (Confirmed)

Personal Links

Career & Education History

Assistant Professor

Rensselaer Polytechnic Institute (rpi.edu)

2017 – Present

PhD student

Rice University (rice.edu)

2010 – 2014

Advisors, Relations & Conflicts

No relations added

Expertise

continuous optimization

Present

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
Compressed Decentralized Proximal Stochastic Gradient Method for Nonconvex Composite Problems with Heterogeneous Data
Yonggui Yan, Jie Chen, Pin-Yu Chen, Xiaodong Cui, Songtao Lu, Yangyang Xu
- ICML 2023 Poster
- Readers: Everyone

Co-Authors