Chansoo Lee

Researcher, Google

Joined

July 2019

Names

Chansoo Lee

Emails

****@google.com (Confirmed)

,

****@umich.edu

,

****@gmail.com

Personal Links

Career & Education History

Researcher

Google (google.com)

2018 – Present

PhD student

University of Michigan (umich.edu)

2012 – 2018

Undergrad student

Williams College (williams.edu)

2008 – 2012

Advisors, Relations & Conflicts

PhD Advisor

Jacob Abernethy

2012 – 2018

PhD Advisor

2012 – 2018

Expertise

No areas of expertise listed

Publications

Pre-trained Gaussian Processes for Bayesian Optimization
Zi Wang, George E. Dahl, Kevin Swersky, Chansoo Lee, Zachary Nado, Justin Gilmer, Jasper Snoek, Zoubin Ghahramani
- Journal of Machine Learning Research
- Readers: Everyone
Predicting from Strings: Language Model Embeddings for Bayesian Optimization
Tung Nguyen, Qiuyi Zhang, Bangding Yang, Chansoo Lee, Jorg Bornschein, Sagi Perel, Yutian Chen, Xingyou Song
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
OmniPred: Language Models as Universal Regressors
Xingyou Song, Oscar Li, Chansoo Lee, Bangding Yang, Daiyi Peng, Sagi Perel, Yutian Chen
- Accepted by TMLR
- Readers: Everyone
Position: Leverage Foundational Models for Black-Box Optimization
Xingyou Song, Yingtao Tian, Robert Tjarko Lange, Chansoo Lee, Yujin Tang, Yutian Chen
- ICML 2024 Poster
- Readers: Everyone
Blackbox optimization of unimodal functions
Ashok Cutkosky, Abhimanyu Das, Weihao Kong, Chansoo Lee, Rajat Sen
- Published: 08 May 2023, Last Modified: 26 Jun 2023
- UAI 2023
- Readers: Everyone
Towards Learning Universal Hyperparameter Optimizers with Transformers
Yutian Chen, Xingyou Song, Chansoo Lee, Zi Wang, Qiuyi Zhang, David Dohan, Kazuya Kawakami, Greg Kochanski, Arnaud Doucet, MarcAurelio Ranzato, Sagi Perel, Nando de Freitas
- Published: 31 Oct 2022, Last Modified: 08 Feb 2026
- NeurIPS 2022 Accept
- Readers: Everyone
Open Source Vizier: Distributed Infrastructure and API for Reliable and Flexible Blackbox Optimization
Xingyou Song, Sagi Perel, Chansoo Lee, Greg Kochanski, Daniel Golovin
- Published: 16 May 2022, Last Modified: 15 Jan 2026
- AutoML-Conf 2022 (Main Track)
- Readers: Everyone
Automatic prior selection for meta Bayesian optimization with a case study on tuning deep neural network optimizers
Zi Wang, George Edward Dahl, Kevin Swersky, Chansoo Lee, Zelda E Mariet, Zachary Nado, Justin Gilmer, Jasper Snoek, Zoubin Ghahramani
- Published: 28 Jan 2022, Last Modified: 12 Oct 2025
- ICLR 2022 Submitted
- Readers: Everyone
Hardness of Online Sleeping Combinatorial Optimization Problems
Satyen Kale, Chansoo Lee, Dávid Pál
- 2016 (modified: 11 Nov 2022)
- NIPS 2016
- Readers: Everyone
Fighting Bandits with a New Kind of Smoothness
Jacob D. Abernethy, Chansoo Lee, Ambuj Tewari
- 2015 (modified: 11 Nov 2022)
- NIPS 2015
- Readers: Everyone

View all 11 publications

Co-Authors

View all 39 co-authors