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
Miltiadis Allamanis — most-cited papers & profile · AI for Code
← authors
·
overview
Miltiadis Allamanis
13
papers ·
953
citations ·
30
h-index
Microsoft Research (United Kingdom)
Google Scholar ↗
Semantic Scholar ↗
OpenAlex ↗
Most-cited papers
CodeSearchNet Challenge: Evaluating the State of Semantic Code Search
2019 · 427 citations
DIRE: A Neural Approach to Decompiled Identifier Naming
2019 · 82 citations
Learning to Represent Programs with Graphs
2017 · 47 citations
Program Synthesis and Semantic Parsing with Learned Code Idioms
2019 · 44 citations
Self-Supervised Bug Detection and Repair
2021 · 38 citations
NExT: Teaching Large Language Models to Reason about Code Execution
2024 · 6 citations
Learning to Encode and Classify Test Executions
2020 · 2 citations
Disproving Program Equivalence with LLMs
2025
JEMMA: An Extensible Java Dataset for ML4Code Applications
2022
Unsupervised Evaluation of Code LLMs with Round-Trip Correctness
2024
Top co-authors
Marc Brockschmidt
· 4
Pengcheng Yin
· 4
Ajitha Rajan
· 1
Anjan Karmakar
· 1
Ansong Ni
· 1
Arman Cohan
· 1
Bogdan Vasilescu
· 1
Charles Sutton
· 1
Claire Le Goues
· 1
Edward J. Schwartz
· 1
Foivos Tsimpourlas
· 1
Graham Neubig
· 1
Topics
Software Engineering
Code Understanding
Code Models
Program Repair
Code Generation
Bug Detection
Testing
Code Translation