Awesome AI for Code
📄
Papers
🧭
Topics
🔥
Trending
🗺️
Map
🏆
Leaderboards
🎓
Learn
🤖
Ask AI
⋯
More
👥
Authors
📚
Reading Packs
📊
Datasets
🛠️
Tools
📰
News
📝
Blogs
✉️
Newsletter
🎯
Research Radar
🔖
Saved
+ Add Paper
☾
☀
← authors
·
overview
Loading author…
🤖
Ask AI
Dawn Song — most-cited papers & profile · AI for Code
← authors
·
overview
Dawn Song
59
papers ·
3743
citations ·
0
h-index
Berkeley College · D-Tech (United States) · Virginia Tech · University of California, Berkeley
Google Scholar ↗
Semantic Scholar ↗
OpenAlex ↗
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
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
DevOps-Gym: Benchmarking AI Agents in Software DevOps Cycle
2026
RedCodeAgent: Automatic Red-teaming Agent against Diverse Code Agents
2025
Learning to Reason without External Rewards
2025
Latent Execution for Neural Program Synthesis
2021
Top co-authors
Xinyun Chen
· 6
Richard Shin
· 3
Bo Li
· 2
Chang Liu
· 2
Chengquan Guo
· 2
Chulin Xie
· 2
Kavi Gupta
· 2
Yu Yang
· 2
Zinan Lin
· 2
Andy Zhou
· 1
Aosong Feng
· 1
Bo Li
· 1
Topics
Code Generation
Software Engineering
Code Models
Program Repair
Testing
Bug Detection
Code Translation
Code Understanding