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Quanquan Gu
Assistant Professor of Computer Science at UCLA; Director of Statistical Machine Learning Lab
Quanquan Gu is currently an Associate Professor of Computer Science at the University of California, Los Angeles (UCLA), although he was previously an Assistant Professor in the same department.
Education and Career
- Gu received his Bachelor's and Master's degrees from Tsinghua University from 2003 to 2010.4
- He earned his Ph.D. in Computer Science from the University of Illinois at Urbana-Champaign in 2014, under the supervision of Jiawei Han.24
- After his Ph.D., he was a postdoctoral researcher at Princeton University from 2014 to 2015.24
- He then served as an Assistant Professor at the University of Virginia from 2015 to 2018 before moving to UCLA, where he was an Assistant Professor from 2018 to 2022 and is now an Associate Professor.24
Research and Interests
- Gu's research focuses on machine learning, particularly in nonconvex optimization, deep learning theory, reinforcement learning, and large language models (LLMs).14
- He is also involved in applying AI to enhance scientific discovery in fields such as biology, medicine, chemistry, and public health.14
- He leads the UCLA Artificial General Intelligence Lab.1
Publications and Awards
- Gu has published over 150 peer-reviewed papers in top machine learning venues such as JMLR, MLJ, COLT, ICML, NeurIPS, AISTATS, and UAI.4
- He has received several notable awards, including the Alfred P. Sloan Research Fellowship, NSF CAREER Award, and Simons Berkeley Research Fellowship.4
Professional Roles
- In addition to his academic role, Gu is currently a Research Scientist at ByteDance Inc. since 2023.24
- He serves as an associate or section editor for several journals, including the Artificial Intelligence Journal, Journal of Artificial Intelligence Research, and PLOS One. He also acts as a senior area chair and program committee member for various machine learning conferences.4
Contact and Profiles
Highlights
Jan 1 · openreview.net
Quanquan Gu - OpenReview
Jan 1 · scholar.google.com
Quanquan Gu - Google Scholar
Feb 1 · ml.ucsb.edu
Quanquan Gu - UCSB Center for Responsible Machine Learning
