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Kevin Ellis — most-cited papers & profile · AI for Code
← authors
·
overview
Kevin Ellis
11
papers ·
125
citations ·
20
h-index
Cornell University
Google Scholar ↗
Semantic Scholar ↗
OpenAlex ↗
Most-cited papers
Write, Execute, Assess: Program Synthesis with a REPL
2019 · 54 citations
Learning to Infer Graphics Programs from Hand-Drawn Images
2017 · 50 citations
CrossBeam: Learning to Search in Bottom-Up Program Synthesis
2022 · 6 citations
Program Synthesis with Pragmatic Communication
2020 · 5 citations
Toward Trustworthy Neural Program Synthesis
2022 · 5 citations
Code Repair with LLMs gives an Exploration-Exploitation Tradeoff
2024 · 3 citations
Leveraging Language to Learn Program Abstractions and Search Heuristics
2021 · 2 citations
Scaling Neural Program Synthesis with Distribution-based Search
2021
LambdaBeam: Neural Program Search with Higher-Order Functions and Lambdas
2023
Top co-authors
Armando Solar-Lezama
· 3
Josh Tenenbaum
· 3
Charles Sutton
· 2
Hanjun Dai
· 2
Kensen Shi
· 2
Wen-Ding Li
· 2
Yewen Pu
· 2
Akarsh Nayan Potta
· 1
Catherine Wong
· 1
Daniel Ritchie
· 1
Darren Key
· 1
Felix Sosa
· 1
Topics
Code Generation
Program Repair
Code Models
Software Engineering
Code Understanding
Testing