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Kensen Shi — most-cited papers & profile · AI for Code
← authors
·
overview
Kensen Shi
11
papers ·
254
citations
Google Scholar ↗
Semantic Scholar ↗
OpenAlex ↗
Most-cited papers
Learning and Evaluating Contextual Embedding of Source Code
2020 · 156 citations
CrossBeam: Learning to Search in Bottom-Up Program Synthesis
2022 · 6 citations
NExT: Teaching Large Language Models to Reason about Code Execution
2024 · 6 citations
BUSTLE: Bottom-Up Program Synthesis Through Learning-Guided Exploration
2020 · 5 citations
Natural Language to Code Generation in Interactive Data Science Notebooks
2022 · 3 citations
Natural Language Outlines for Code: Literate Programming in the LLM Era
2024 · 2 citations
Compositional Generalization and Decomposition in Neural Program Synthesis
2022 · 2 citations
Grounding Data Science Code Generation with Input-Output Specifications
2024 · 2 citations
LambdaBeam: Neural Program Search with Higher-Order Functions and Lambdas
2023
ExeDec: Execution Decomposition for Compositional Generalization in Neural Program Synthesis
2023
Top co-authors
Charles Sutton
· 6
Pengcheng Yin
· 6
Manzil Zaheer
· 3
Alex Polozov
· 2
Charles Sutton
· 2
Hanjun Dai
· 2
Henryk Michalewski
· 2
Joey Hong
· 2
Kevin Ellis
· 2
Wen-Ding Li
· 2
Yeming Wen
· 2
Abhishek Rao
· 1
Topics
Code Generation
Code Models
Program Repair
Software Engineering
Code Understanding
Code Translation
Bug Detection