Liqun Cheng

Researcher, Google

Joined

November 2022

Names

Liqun Cheng (Preferred)

Emails

****@google.com (Confirmed)

Personal Links

Career & Education History

Researcher

Google (google.com)

2010 – Present

Researcher

Intel (intel.com)

2007 – 2010

PhD student

University of Utah (utah.edu)

2002 – 2007

Advisors, Relations & Conflicts

PhD Advisor

John Carter

2002 – 2007

Expertise

No areas of expertise listed

Publications

FLIQS: One-Shot Mixed-Precision Floating-Point and Integer Quantization Search
Jordan Dotzel, Gang Wu, Andrew Li, Muhammad Umar, Yun Ni, Mohamed S Abdelfattah, Zhiru Zhang, Liqun Cheng, Martin G Dixon, Norman P Jouppi, Quoc V Le, Sheng Li
- AutoML 2024
- Readers: Everyone
Hyperscale Hardware Optimized Neural Architecture Search
Sheng Li, Garrett Andersen, Tao Chen, Liqun Cheng, Julian Grady, Da Huang, Quoc V. Le, Andrew Li, Xin Li, Yang Li, Chen Liang, Yifeng Lu, Yun Ni, Ruoming Pang, Mingxing Tan, Martin Wicke, Gang Wu, Shengqi Zhu, Parthasarathy Ranganathan, Norman P. Jouppi
- Published: 01 Jan 2023, Last Modified: 14 May 2023
- ASPLOS (3) 2023
- Readers: Everyone
Searching for Fast Model Families on Datacenter Accelerators
Sheng Li, Mingxing Tan, Ruoming Pang, Andrew Li, Liqun Cheng, Quoc V. Le, Norman P. Jouppi
- 2021 (modified: 09 Nov 2022)
- CVPR 2021
- Readers: Everyone
Searching for Fast Model Families on Datacenter Accelerators
Sheng Li, Mingxing Tan, Ruoming Pang, Andrew Li, Liqun Cheng, Quoc V. Le, Norman P. Jouppi
- Published: 01 Jan 2021, Last Modified: 14 May 2023
- CoRR 2021
- Readers: Everyone
Autonomous Warehouse-Scale Computers
Sundar Dev, David Lo, Liqun Cheng, Parthasarathy Ranganathan
- Published: 01 Jan 2020, Last Modified: 14 May 2023
- DAC 2020
- Readers: Everyone
Research on public opinion reversal phenomenon of network mass events modelling and simulation
Liqun Cheng, Yanan Liu
- Published: 01 Jan 2020, Last Modified: 14 May 2023
- Int. J. Wirel. Mob. Comput. 2020
- Readers: Everyone
Kelp: QoS for Accelerated Machine Learning Systems
Haishan Zhu, David Lo, Liqun Cheng, Rama Govindaraju, Parthasarathy Ranganathan, Mattan Erez
- Published: 01 Jan 2019, Last Modified: 14 May 2023
- HPCA 2019
- Readers: Everyone
WSMeter: A Performance Evaluation Methodology for Google's Production Warehouse-Scale Computers
Jaewon Lee, Changkyu Kim, Kun Lin, Liqun Cheng, Rama Govindaraju, Jangwoo Kim
- Published: 01 Jan 2018, Last Modified: 14 May 2023
- ASPLOS 2018
- Readers: Everyone
Improving Resource Efficiency at Scale with Heracles
David Lo, Liqun Cheng, Rama Govindaraju, Parthasarathy Ranganathan, Christos Kozyrakis
- Published: 01 Jan 2016, Last Modified: 14 May 2023
- ACM Trans. Comput. Syst. 2016
- Readers: Everyone
Heracles: improving resource efficiency at scale
David Lo, Liqun Cheng, Rama Govindaraju, Parthasarathy Ranganathan, Christos Kozyrakis
- Published: 01 Jan 2015, Last Modified: 14 May 2023
- ISCA 2015
- Readers: Everyone

View all 19 publications

Co-Authors

View all 50 co-authors