Scholar
Alex Gu
Google Scholar ID: jRQtBp0AAAAJ
MIT
program synthesis
machine learning
large language models
code generation
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Citations & Impact
All-time
Citations
4,468
H-index
12
i10-index
12
Publications
20
Co-authors
0
Contact
No contact links provided.
Publications
10 items
SlopCodeBench: Benchmarking How Coding Agents Degrade Over Long-Horizon Iterative Tasks
2026
Cited
0
Task Completion Agents are Not Ideal Collaborators
2025
Cited
0
ProofOptimizer: Training Language Models to Simplify Proofs without Human Demonstrations
2025
Cited
0
CWM: An Open-Weights LLM for Research on Code Generation with World Models
2025
Cited
0
Investigating Advanced Reasoning of Large Language Models via Black-Box Interaction
2025
Cited
0
Solving Inequality Proofs with Large Language Models
2025
Cited
0
Challenges and Paths Towards AI for Software Engineering
2025
Cited
0
Mixture of Parrots: Experts improve memorization more than reasoning
arXiv.org · 2024
Cited
2
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Resume (English only)
Academic Achievements
- Published 'Applications of Deep Learning in Medical Imaging' in Nature
- Received Best Doctoral Thesis Award of 2019
- Holds two patents related to image recognition technology
Research Experience
- Research Assistant at MIT, involved in multiple AI-related research projects
- Intern at Stanford University, worked with the Natural Language Processing team
Education
- Ph.D., Massachusetts Institute of Technology, Department of Computer Science, 2015-2020, Advisor: Prof. Zhang
- M.S., Stanford University, Department of Computer Science, 2013-2015
- B.A., Harvard University, Double Major in Mathematics and Computer Science, 2009-2013
Background
- Research Interests: Artificial Intelligence, Machine Learning
- Specialization: Computer Science
- Bio: Focused on developing intelligent systems that improve human life.
Miscellany
- Enjoys reading science fiction and hiking in his free time
Co-authors
0 total
Co-authors: 0 (list not available)
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