Márk Lajkó

dblp:289/2023 · DBLP profile ↗
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2ranked-venue papers
1as first author
2since 2021 · last 2026
0000-0003-0674-1275ORCID · corroborated

Domains — the database's venue-derived domains; a paper can count in several

Software engineering, systems software and programming languages · 2 · 1 first-author · 2 since 2021
YearPublicationVenuePosition
2026 Benchmarking Classical, Transformer-Based, and RAG Approaches with LLMs for Automated Bug Triage
Márk Lajkó, Balázs Nagy 0004, László Vidács
ICSOFT1
2025 GenProgJS: A Baseline System for Test-Based Automated Repair of JavaScript Programs
abstract
Originally, GenProg was created to repair buggy programs written in the C programming language, launching a new discipline in Generate-and-Validate approach of Automated Program Repair (APR). Since then, a number of other tools has been published using a variety of repair approaches. Some of these still operate on programs written in C/C++, others on Java or even Python programs. In this work, a tool named GenProgJS is presented, which generates candidate patches for faulty JavaScript programs. The algorithm it uses is very similar to the genetic algorithm used in the original GenProg, hence the name. In addition to the traditional approach, solutions used in some more recent works were also incorporated, and JavaScript language-specific approaches were also taken into account when the tool was designed. To the best of our knowledge, the tool presented here is the first to apply GenProg's general generate-and-validate approach to JavaScript programs. We evaluate the method on the BugsJS bug database, where it successfully fixed 31 bugs in 6 open source Node.js projects. These bugs belong to 14 different categories showing the generic nature of the method. During the experiments, code transformations applied on the original source code are all traced, and an in-depth analysis of mutation operators and fine-grained changes are also presented. We share our findings with the APR research community and describe the difficulties and differences we faced while designed this JavaScript repair tool. The source code of GenProgJS is publicly available on Github, with a pre-configured Docker environment where it can easily be launched.
Viktor Csuvik, Dániel Horváth 0001, Márk Lajkó, László Vidács
IEEE Trans. Software Eng.3