James Laudon

Researcher, Google

Joined

November 2019

Names

James Laudon (Preferred)

Emails

****@google.com (Confirmed)

Personal Links

Google Scholar

ORCID

Career & Education History

Researcher

Google (google.com)

2007 – Present

PhD student

Stanford University (stanford.edu)

1988 – 1994

MS student

Stanford University (stanford.edu)

1987 – 1988

Undergrad student

University of Wisconsin, Madison (wisc.edu)

1983 – 1987

Advisors, Relations & Conflicts

No relations added

Expertise

LLMs

2017 – Present

hardware accelerators for machine learning

2013 – Present

Publications

Scalable Multi-Domain Adaptation of Language Models using Modular Experts
Peter Schafhalter, shun liao, Yanqi Zhou, Chih-Kuan Yeh, Arun Kandoor, James Laudon
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
Mixture-of-experts with expert choice routing
Yanqi Zhou, Tao Lei, Hanxiao Liu, Nan Du, Yanping Huang, Vincent Y Zhao, Andrew M. Dai, Zhifeng Chen, Quoc V Le, James Laudon
- 15 May 2023
- OpenReview Archive Direct Upload
- Readers: Everyone
Lifelong Language Pretraining with Distribution-Specialized Experts
Wuyang Chen, Yanqi Zhou, Nan Du, Yanping Huang, James Laudon, Zhifeng Chen, Claire Cui
- ICML 2023 Poster
- Readers: Everyone
Brainformers: Trading Simplicity for Efficiency
Yanqi Zhou, Nan Du, Yanping Huang, Daiyi Peng, Chang Lan, Da Huang, Siamak Shakeri, David So, Andrew M. Dai, Yifeng Lu, Zhifeng Chen, Quoc V Le, Claire Cui, James Laudon, Jeff Dean
- ICML 2023 Poster
- Readers: Everyone
Brainformers: Trading Simplicity for Efficiency
Yanqi Zhou, Nan Du, Yanping Huang, David So, Daiyi Peng, Siamak Shakeri, Andrew M. Dai, Da Huang, Yifeng Lu, Quoc V Le, Zhifeng Chen, James Laudon
- 22 Sept 2022 (modified: 13 Feb 2023)
- ICLR 2023 Conference Withdrawn Submission
- Readers: Everyone
Mixture-of-Experts with Expert Choice Routing
Yanqi Zhou, Tao Lei, Hanxiao Liu, Nan Du, Yanping Huang, Vincent Y Zhao, Andrew M. Dai, Zhifeng Chen, Quoc V Le, James Laudon
- Published: 31 Oct 2022, Last Modified: 14 Oct 2022
- NeurIPS 2022 Accept
- Readers: Everyone
The Design Process for Google's Training Chips: TPUv2 and TPUv3
Thomas Norrie, Nishant Patil, Doe Hyun Yoon, George Kurian, Sheng Li, James Laudon, Cliff Young, Norman Jouppi, David Patterson
- IEEE Micro
- Readers: Everyone
An Evaluation of Edge TPU Accelerators for Convolutional Neural Networks
Amir Yazdanbakhsh, Kiran Seshadri, Berkin Akin, James Laudon, Ravi Narayanaswami
- 17 May 2021
- OpenReview Archive Direct Upload
- Readers: Everyone
Apollo: Transferable Architecture Exploration
Amir Yazdanbakhsh, Christof Angermueller, Berkin Akin, Yanqi Zhou, Albin Jones, Milad Hashemi, Kevin Swersky, Satrajit Chatterjee, Ravi Narayanaswami, James Laudon
- 17 May 2021 (modified: 25 Apr 2023)
- OpenReview Archive Direct Upload
- Readers: Everyone
NAHAS: Neural Architecture and Hardware Accelerator Search
Yanqi Zhou, Xuanyi Dong, Daiyi Peng, Ethan Zhu, Amir Yazdanbakhsh, Berkin Akin, Mingxing Tan, James Laudon
- 28 Sept 2020 (modified: 05 May 2023)
- ICLR 2021 Conference Blind Submission
- Readers: Everyone

Co-Authors

View all 42 co-authors