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Dawn Song — most-cited papers & profile · AI for Code
← authors
·
overview
Dawn Song
123
papers ·
3890
citations ·
0
h-index
Berkeley College · D-Tech (United States) · Virginia Tech · University of California, Berkeley
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Most-cited papers
SQLNet: Generating Structured Queries From Natural Language Without Reinforcement Learning
2017 · 306 citations
Measuring Coding Challenge Competence With APPS
2021 · 144 citations
Tree-to-tree Neural Networks for Program Translation
2018 · 83 citations
Making Neural Programming Architectures Generalize via Recursion
2017 · 82 citations
Latent Attention For If-Then Program Synthesis
2016 · 35 citations
Synthetic Datasets for Neural Program Synthesis
2019 · 16 citations
Towards Synthesizing Complex Programs from Input-Output Examples
2017 · 15 citations
Synthesize, Execute and Debug: Learning to Repair for Neural Program Synthesis
2020 · 12 citations
Benchmarking Language Models for Code Syntax Understanding
2022 · 12 citations
CodeHalu: Investigating Code Hallucinations in LLMs via Execution-based Verification
2024 · 4 citations
RedCode: Risky Code Execution and Generation Benchmark for Code Agents
2024 · 3 citations
SeCodePLT: A Unified Platform for Evaluating the Security of Code GenAI
2024 · 1 citations
SCDBench: A Benchmark for LLM-Based Smart Contract Decompilers
2026
Generative Compilation: On-the-Fly Compiler Feedback as AI Generates Code
2026
BenchEvolver: Frontier Task Synthesis via Solution-Centric Evolution
2026
Top co-authors
Xinyun Chen
· 6
Bo Li
· 5
Wenbo Guo
· 5
Chang Liu
· 4
Jingxuan He
· 4
Zhun Wang
· 4
Hongwei Li
· 3
Xuandong Zhao
· 3
Yu Yang
· 3
Yuzhou Nie
· 3
Chulin Xie
· 2
Martin Vechev
· 2
Topics
Code Generation
Software Engineering
Code Models
Testing
Bug Detection
Program Repair
Code Translation
Code Understanding