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Martin Rinard — most-cited papers & profile · AI for Code
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Martin Rinard
6
papers ·
15
citations
Google Scholar ↗
Semantic Scholar ↗
OpenAlex ↗
Most-cited papers
Emergent Representations of Program Semantics in Language Models Trained on Programs
2023 · 9 citations
Program Synthesis Guided Reinforcement Learning for Partially Observed Environments
2021 · 2 citations
Program Synthesis Over Noisy Data with Guarantees
2021 · 1 citations
Evaluating the Generalization Capabilities of Large Language Models on Code Reasoning
2025
Inductive Program Synthesis over Noisy Datasets using Abstraction Refinement Based Optimization
2021
Top co-authors
Shivam Handa
· 2
Armando Solar-Lezama
· 1
Charles Jin
· 1
Jeevana Priya Inala
· 1
Julian Dai
· 1
Nikos Vasilakis
· 1
Osbert Bastani
· 1
Rem Yang
· 1
Yewen Pu
· 1
Yichen David Yang
· 1
Topics
Code Generation
Software Engineering
Program Repair
Code Models
Code Understanding