Scholar
Leuson Da Silva
Google Scholar ID: 5GaDj9kAAAAJ
Postdoctoral Fellow - Polytechnique Montreal
Software Engineering
Generative AI
Empirical Studies
Code Integration
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Citations & Impact
All-time
Citations
146
H-index
6
i10-index
6
Publications
20
Co-authors
11
list available
Contact
Email
leuson-mario-pedro.da-silva@polymtl.ca
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Publications
11 items
Empirical Characterization of Logging Smells in Machine Learning Code
2026
Cited
0
Empirical Characterization of Logging Smells in Machine Learning Code
arXiv.org · 2026
Cited
0
An Empirical Study of Policy-as-Code Adoption in Open-Source Software Projects
arXiv.org · 2026
Cited
0
Multi-Agent Framework for Threat Mitigation and Resilience in AI-Based Systems
2025
Cited
0
Refactoring with LLMs: Bridging Human Expertise and Machine Understanding
2025
Cited
0
BloomAPR: A Bloom's Taxonomy-based Framework for Assessing the Capabilities of LLM-Powered APR Solutions
2025
Cited
0
Logging Requirement for Continuous Auditing of Responsible Machine Learning-based Applications
2025
Cited
0
ReCatcher: Towards LLMs Regression Testing for Code Generation
2025
Cited
0
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Resume (English only)
Academic Achievements
2025. 'LLMs and Stack Overflow discussions: Reliability, impact, and challenges.' In JSS.
2025. 'Logging requirement for continuous auditing of responsible machine learning-based applications.' In EMSE.
2025. 'Assessing the adoption of security policies by developers in terraform across different cloud providers.' In EMSE.
2024. 'Semantic conflict detection via dynamic analysis.' In SBLP.
2024. 'Detecting semantic conflicts with unit tests.' Journal of Systems and Software.
Co-authors
11 total
Paulo Borba
Federal University of Pernambuco
Foutse Khomh
NSERC Arthur B. McDonald Fellow, CRC Tier 1, Canada CIFAR AI Chair, FRQ-IVADO Chair, Full Professor
Thorsten Berger
Professor of Computer Science, Ruhr University Bochum
Co-author 4
Amin Nikanjam
Staff Researcher, Huawei Canada
Jordan Samhi
Research Scientist, University of Luxembourg
Guilherme José de Carvalho Cavalcanti
Federal Institute of Pernambuco
Paola Accioly
Universidade Federal de Pernambuco
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