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
Antonio Mastropaolo — most-cited papers & profile · AI for Code
← authors
·
overview
Antonio Mastropaolo
20
papers ·
404
citations
Google Scholar ↗
Semantic Scholar ↗
OpenAlex ↗
Most-cited papers
Using Pre-Trained Models to Boost Code Review Automation
2022 · 146 citations
On the Robustness of Code Generation Techniques: An Empirical Study on GitHub Copilot
2023 · 115 citations
Using Deep Learning to Generate Complete Log Statements
2022 · 60 citations
Code Review Automation: Strengths and Weaknesses of the State of the Art
2024 · 42 citations
An Empirical Study on Code Comment Completion
2021 · 16 citations
Studying the Usage of Text-To-Text Transfer Transformer to Support Code-Related Tasks
2021 · 9 citations
Using Transfer Learning for Code-Related Tasks
2022 · 5 citations
On the Effectiveness of LLM-as-a-judge for Code Generation and Summarization
2025 · 4 citations
Optimizing Datasets for Code Summarization: Is Code-Comment Coherence Enough?
2025 · 4 citations
Toward Neurosymbolic Program Comprehension
2025 · 2 citations
Resource-Efficient & Effective Code Summarization
2025 · 1 citations
Prompt-Driven Code Summarization: A Systematic Literature Review
2026
Developers and Generative AI: A Study of Self-Admitted Usage in Open Source Projects
2026
An Empirical Study on the Effects of System Prompts in Instruction-Tuned Models for Code Generation
2026
Parameter-Efficient Multi-Task Fine-Tuning in Code-Related Tasks
2026
Top co-authors
Gabriele Bavota
· 9
Denys Poshyvanyk
· 5
Luca Pascarella
· 5
Rocco Oliveto
· 4
Rosalia Tufano
· 4
Simone Scalabrino
· 3
Zaiyu Cheng
· 3
Alejandro Velasco
· 2
David Nader Palacio
· 2
Emad Aghajani
· 2
Massimiliano Di Penta
· 2
Matteo Ciniselli
· 2
Topics
Code Generation
Software Engineering
Code Models
Code Understanding
Code Translation
Program Repair
Bug Detection
Survey Paper
Testing