Jinliang Wei

Engineer, Google

Joined

July 2019

Names

Jinliang Wei

Emails

****@gmail.com (Confirmed)

,

****@google.com (Confirmed)

Personal Links

Career & Education History

Engineer

Google (google.com)

2020 – Present

PhD student

Computer Science Department, Carnegie Mellon University (cmu.edu)

2012 – 2019

Advisors, Relations & Conflicts

No relations added

Expertise

No areas of expertise listed

Publications

Profile-Guided Quantization: a compiler solution to automate quantization for efficient LLM training
Gil Tabak, Clemens JS Schaefer, Xiaofan Zhang, Denali Molitor, Jinliang Wei, Zongwei Zhou, Philip G Hendrix, Mitchelle Rasquinha
- MLArchSys 2025 Oral
- Readers: Everyone
High-Performance Distributed ML at Scale through Parameter Server Consistency Models
Wei Dai, Abhimanu Kumar, Jinliang Wei, Qirong Ho, Garth A. Gibson, Eric P. Xing
- 2015 (modified: 04 Sept 2019)
- AAAI 2015
- Readers: Everyone
LightLDA: Big Topic Models on Modest Computer Clusters
Jinhui Yuan, Fei Gao, Qirong Ho, Wei Dai, Jinliang Wei, Xun Zheng, Eric Po Xing, Tie-Yan Liu, Wei-Ying Ma
- 2015 (modified: 12 Nov 2022)
- WWW 2015
- Readers: Everyone
Petuum: A New Platform for Distributed Machine Learning on Big Data
Eric P. Xing, Qirong Ho, Wei Dai, Jin Kyu Kim, Jinliang Wei, Seunghak Lee, Xun Zheng, Pengtao Xie, Abhimanu Kumar, Yaoliang Yu
- 2015 (modified: 30 Jul 2020)
- KDD 2015
- Readers: Everyone

Co-Authors