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Martin Monperrus — most-cited papers & profile · AI for Code
← authors
·
overview
Martin Monperrus
28
papers ·
363
citations
Google Scholar ↗
Semantic Scholar ↗
OpenAlex ↗
Most-cited papers
iFixR: Bug Report driven Program Repair
2019 · 83 citations
SelfAPR: Self-supervised Program Repair with Test Execution Diagnostics
2022 · 75 citations
A Literature Study of Embeddings on Source Code
2019 · 56 citations
RepairLLaMA: Efficient Representations and Fine-Tuned Adapters for Program Repair
2023 · 16 citations
Generative AI to Generate Test Data Generators
2024 · 16 citations
CigaR: Cost-efficient Program Repair with LLMs
2024 · 9 citations
Mokav: Execution-driven Differential Testing with LLMs
2024 · 2 citations
MUFIN: Improving Neural Repair Models with Back-Translation
2023 · 2 citations
Serializing Java Objects in Plain Code
2024 · 1 citations
Supersonic: Learning to Generate Source Code Optimizations in C/C++
2023 · 1 citations
Sorald: Automatic Patch Suggestions for SonarQube Static Analysis Violations
2021 · 1 citations
RepairBench: Leaderboard of Frontier Models for Program Repair
2024 · 1 citations
FIKA: Expanding Dependency Reachability with Executability Guarantees
2026
Prometheus: Towards Long-Horizon Codebase Navigation for Repository-Level Problem Solving
2025
Byam: Fixing Breaking Dependency Updates with Large Language Models
2025
Top co-authors
Matias Martinez
· 7
Sen Fang
· 3
Tegawend\'e F. Bissyand\'e
· 2
Thomas Durieux
· 2
Han Li
· 1
Jian Gu
· 1
Michele Tufano
· 1
Sarah Nadi
· 1
Tao Zhang
· 1
Xiang Li
· 1
Yang Feng
· 1
Yi Liu
· 1
Topics
Software Engineering
Program Repair
Testing
Code Generation
Bug Detection
Code Models
Code Understanding
Code Translation
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