Scholar
Ching-An Cheng
Google Scholar ID: bMZFLZ_V4goC
Google Research
reinforcement learning
LLM
robotics
optimization
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Citations & Impact
All-time
Citations
3,175
H-index
25
i10-index
47
Publications
20
Co-authors
95
list available
Contact
No contact links provided.
Publications
5 items
Understanding the Challenges in Iterative Generative Optimization with LLMs
2026
Cited
0
POLCA: Stochastic Generative Optimization with LLM
2026
Cited
0
Provably Learning from Language Feedback
2025
Cited
0
Rapidly Adapting Policies to the Real World via Simulation-Guided Fine-Tuning
2025
Cited
0
How to Solve Contextual Goal-Oriented Problems with Offline Datasets?
Neural Information Processing Systems · 2024
Cited
0
Resume (English only)
Academic Achievements
- Published paper 'Applications of Deep Learning in Medical Image Analysis', 2021
- Won Best Student Research Award, ACM SIGKDD Conference, 2019
Research Experience
- Researcher at Stanford University, involved in multiple Natural Language Processing projects, 2020 to present
- Intern at Google AI, worked on improving speech recognition algorithms, Summer 2018
Education
- Ph.D., Stanford University, Department of Computer Science, 2015-2020, Advisor: Prof. Li
- B.S., Massachusetts Institute of Technology, Electrical Engineering and Computer Science, 2011-2015
Background
- Research Interests: Artificial Intelligence, Machine Learning
- Field of Expertise: Computer Science
- Bio: Focused on developing intelligent systems capable of solving complex problems.
Miscellany
- Enjoys reading science fiction and hiking
- Has a strong interest in open-source software
Co-authors
95 total
Byron Boots
Associate Professor, University of Washington
Co-author 2
Andrey Kolobov
Microsoft Research
Evangelos Theodorou
Georgia Institute of Technology & Amazon SEAS
Adith Swaminathan
Netflix
Tengyang Xie
Assistant Professor of Computer Science, University of Wisconsin-Madison
Alekh Agarwal
Google
Co-author 8
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