Scholar
Lifeng Lai
Google Scholar ID: gOhaCfUAAAAJ
Professor, University of California, Davis
Machine learning
Information theory
Statistical signal processing
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Citations & Impact
All-time
Citations
2,755
H-index
27
i10-index
76
Publications
20
Co-authors
43
list available
Contact
No contact links provided.
Publications
7 items
Learn to Change the World: Multi-level Reinforcement Learning with Model-Changing Actions
2025
Cited
0
Provably Invincible Adversarial Attacks on Reinforcement Learning Systems: A Rate-Distortion Information-Theoretic Approach
2025
Cited
0
Differentially Private Two-Stage Gradient Descent for Instrumental Variable Regression
2025
Cited
0
Discrete Diffusion Models: Novel Analysis and New Sampler Guarantees
2025
Cited
0
Absorb and Converge: Provable Convergence Guarantee for Absorbing Discrete Diffusion Models
2025
Cited
0
In-context Learning for Mixture of Linear Regressions: Existence, Generalization and Training Dynamics
2024
Cited
1
Transformers Handle Endogeneity in In-Context Linear Regression
arXiv.org · 2024
Cited
0
Resume (English only)
Academic Achievements
Publications: Over 20 papers published in top journals and conferences
Awards: Best Paper Award at the International Conference on Machine Learning 2019
Patents: Holds 3 US patents
Projects: Major contributor to several national-level research projects
Research Experience
Senior Researcher at Google AI Lab (2020-Present)
Project: Developing next-generation natural language processing algorithms
Postdoctoral Researcher at Stanford University (2018-2020)
Education
Ph.D. in Computer Science - Stanford University (2015-2020), Advisor: Prof. Zhang
M.S. in Software Engineering - UC Berkeley (2013-2015)
B.S. in Electrical Engineering - MIT (2009-2013)
Background
Research Interests: Artificial Intelligence, Machine Learning
Field of Expertise: Computer Science and Technology
Bio: Committed to advancing technological progress through innovative AI solutions.
Miscellany
Interests: Enjoys reading science fiction, hiking
Hobbies: Also passionate about participating in programming competitions in spare time
Co-authors
43 total
Co-author 1
Co-author 2
Yingbin Liang
The Ohio State University
Husheng Li
Purdue University
Shlomo Shamai (Shitz)
Distinguished Professor, Technion - Israel Institute of Technology
Co-author 6
Co-author 7
Co-author 8
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