Cover Image

Consistent or Sensitive? Automated Code Revision Tools Against Semantics-Preserving Perturbations

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Pirouzkhah, Shirin, Serbout, Souhaila, Bacchelli, Alberto
Format:	Preprint
Published:	2026
Subjects:	Software Engineering
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

The Value of Effective Pull Request Description
by: Pirouzkhah, Shirin, et al.
Published: (2026)

EVOSCAT: Exploring Software Change Dynamics in Large-Scale Historical Datasets
by: Serbout, Souhaila, et al.
Published: (2025)

Automated Generation of Issue-Reproducing Tests by Combining LLMs and Search-Based Testing
by: Kitsios, Konstantinos, et al.
Published: (2025)

Code Review Comprehension: Reviewing Strategies Seen Through Code Comprehension Theories
by: Gonçalves, Pavlína Wurzel, et al.
Published: (2025)

Detecting Semantic Clones of Unseen Functionality
by: Kitsios, Konstantinos, et al.
Published: (2025)

Auto-SPT: Automating Semantic Preserving Transformations for Code
by: Hooda, Ashish, et al.
Published: (2025)

Illocutionary Explanation Planning for Source-Faithful Explanations in Retrieval-Augmented Language Models
by: Sovrano, Francesco, et al.
Published: (2026)

Mitigating Prompt-Induced Cognitive Biases in General-Purpose AI for Software Engineering
by: Sovrano, Francesco, et al.
Published: (2026)

An Empirical Study on Compliance with Ranking Transparency in the Software Documentation of EU Online Platforms
by: Sovrano, Francesco, et al.
Published: (2023)

Large Language Models for In-File Vulnerability Localization Can Be "Lost in the End"
by: Sovrano, Francesco, et al.
Published: (2025)

Are Large Language Models Robust in Understanding Code Against Semantics-Preserving Mutations?
by: Orvalho, Pedro, et al.
Published: (2025)

MUCOCO: Automated Consistency Testing of Code LLMs
by: Chou, Chua Jin, et al.
Published: (2026)

On Interaction Effects in Greybox Fuzzing
by: Kitsios, Konstantinos, et al.
Published: (2025)

Can We Make Code Green? Understanding Trade-Offs in LLMs vs. Human Code Optimizations
by: Rani, Pooja, et al.
Published: (2025)

Reusing Legacy Code in WebAssembly: Key Challenges of Cross-Compilation and Code Semantics Preservation
by: Baradaran, Sara, et al.
Published: (2024)

Is General-Purpose AI Reasoning Sensitive to Data-Induced Cognitive Biases? Dynamic Benchmarking on Typical Software Engineering Dilemmas
by: Sovrano, Francesco, et al.
Published: (2025)

One Size Does Not Fit All: Investigating Efficacy of Perplexity in Detecting LLM-Generated Code
by: Xu, Jinwei, et al.
Published: (2024)

DeepFWI: Identifying Bug-Sensitive Warnings with Multi-Modal Code-Warning Semantics
by: Liu, Han, et al.
Published: (2024)

Energy Patterns for Web: An Exploratory Study
by: Rani, Pooja, et al.
Published: (2024)

RulER: Automated Rule-Based Semantic Error Localization and Repair for Code Translation
by: Jin, Shuo, et al.
Published: (2025)

Why Personalizing Deep Learning-Based Code Completion Tools Matters
by: Giagnorio, Alessandro, et al.
Published: (2025)

Observing Fine-Grained Changes in Jupyter Notebooks During Development Time
by: Titov, Sergey, et al.
Published: (2025)

Fine-grained Approaches for Confidence Calibration of LLMs in Automated Code Revision
by: Lin, Hong Yi, et al.
Published: (2026)

Automated Code Review In Practice
by: Cihan, Umut, et al.
Published: (2024)

A Tool for Automated Reasoning About Traces Based on Configurable Formal Semantics
by: Erata, Ferhat, et al.
Published: (2024)

Automated Customization of LLMs for Enterprise Code Repositories Using Semantic Scopes
by: Finkler, Ulrich, et al.
Published: (2026)

Figma2Code: Automating Multimodal Design to Code in the Wild
by: Gui, Yi, et al.
Published: (2026)

Intent Preserving Generation of Diverse and Idiomatic (Code-)Artifacts
by: Westphal, Oliver
Published: (2025)

Teaching Code LLMs to Use Autocompletion Tools in Repository-Level Code Generation
by: Wang, Chong, et al.
Published: (2024)

AutoDeduct: A Tool for Automated Deductive Verification of C Code
by: Amilon, Jesper, et al.
Published: (2025)

Condor: A Code Discriminator Integrating General Semantics with Code Details
by: Liang, Qingyuan, et al.
Published: (2024)

ScalerEval: Automated and Consistent Evaluation Testbed for Auto-scalers in Microservices
by: Xie, Shuaiyu, et al.
Published: (2025)

Configuring Agentic AI Coding Tools: An Exploratory Study
by: Galster, Matthias, et al.
Published: (2026)

A Dataset of Agentic AI Coding Tool Configurations
by: Galster, Matthias, et al.
Published: (2026)

SoK: Automated Vulnerability Repair: Methods, Tools, and Assessments
by: Hu, Yiwei, et al.
Published: (2025)

ToolFuzz -- Automated Agent Tool Testing
by: Milev, Ivan, et al.
Published: (2025)

Automated Code Review Assignments: An Alternative Perspective of Code Ownership on GitHub
by: Lulla, Jai Lal, et al.
Published: (2025)

CodeAgent: Enhancing Code Generation with Tool-Integrated Agent Systems for Real-World Repo-level Coding Challenges
by: Zhang, Kechi, et al.
Published: (2024)

Assessing Coherency and Consistency of Code Execution Reasoning by Large Language Models
by: Liu, Changshu, et al.
Published: (2025)

CodeScore-R: An Automated Robustness Metric for Assessing the FunctionalCorrectness of Code Synthesis
by: Yang, Guang, et al.
Published: (2024)