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John Grundy — most-cited papers & profile · AI for Code
← authors
·
overview
John Grundy
16
papers ·
242
citations
Google Scholar ↗
Semantic Scholar ↗
OpenAlex ↗
Most-cited papers
Large Language Models for Software Engineering: A Systematic Literature Review
2023 · 116 citations
AIBugHunter: A Practical Tool for Predicting, Classifying and Repairing Software Vulnerabilities
2023 · 59 citations
On the Replicability and Reproducibility of Deep Learning in Software Engineering
2020 · 18 citations
Mining Android API Usage to Generate Unit Test Cases for Pinpointing Compatibility Issues
2022 · 16 citations
ReuNify: A Step Towards Whole Program Analysis for React Native Android Apps
2023 · 7 citations
A Survey on Deep Learning for Software Engineering
2020 · 6 citations
Requirements Engineering Framework for Human-centered Artificial Intelligence Software Systems
2023 · 5 citations
Model-less Is the Best Model: Generating Pure Code Implementations to Replace On-Device DL Models
2024 · 4 citations
Cross Project Software Vulnerability Detection via Domain Adaptation and Max-Margin Principle
2022 · 3 citations
Statement-Level Vulnerability Detection: Learning Vulnerability Patterns Through Information Theory and Contrastive Learning
2022 · 3 citations
How Are We Doing With Using AI-Based Programming Assistants For Privacy-Related Code Generation? The Developers' Experience
2025 · 2 citations
RepoTransBench: A Real-World Multilingual Benchmark for Repository-Level Code Translation
2024 · 2 citations
An Empirical Study on Low-Code Programming using Traditional vs Large Language Model Support
2024 · 1 citations
BigCodeArena: Unveiling More Reliable Human Preferences in Code Generation via Execution
2025
BigCodeArena: Unveiling More Reliable Human Preferences in Code Generation via Execution
2025
Top co-authors
David Lo
· 6
Chakkrit Tantithamthavorn
· 3
Li Li
· 3
Trung Le
· 3
Van Nguyen
· 3
Xin Xia
· 3
Ahsen Khaliq
· 2
Atin Sood
· 2
Banghua Zhu
· 2
Bhupesh Bishnoi
· 2
Binyuan Hui
· 2
Bo Liu
· 2
Topics
Software Engineering
Code Generation
Code Models
Code Understanding
Survey Paper
Bug Detection
Code Translation
Testing
Program Repair