Scholar
Martin Weyssow
Google Scholar ID: VOViiCUAAAAJ
Research Scientist, Singapore Management University
Citations & Impact
Citations
500
H-index
9
i10-index
9
Publications
20
Co-authors
17
list available
Contact
Publications
Resume (English only)
Academic Achievements
- - Paper on 'Harnessing LLMs for curated code reviews' accepted at MSR 2025
- - Paper on 'A reference architecture for LLM-integrated systems' accepted at ICSA 2025
- - Paper on 'Parameter-efficient fine-tuning for code generation with LLMs' accepted at ACM Transactions on Software Engineering and Methodology (TOSEM)
- - Paper featuring a 'lifelong learning dataset for language models of code' accepted at MSR 2024
- - Paper on 'continual learning and out-of-distribution generalization for PLMs of code' accepted at FSE 2023
- - Paper on 'syntax probing for pre-trained language models of code' accepted at ASE 2022
- - Paper about 'multimodal learning with concept graphs for code' accepted at ICSE-NIER 2022
- - Paper about 'pre-trained language models for MDE' accepted to SOSYM journal AI-MDE theme issue
Research Experience
- - Research Scientist (Postdoc), Singapore Management University, Oct 2024 - Present
- - Visiting Ph.D. Researcher, SCIS, Singapore Management University, Oct 2022 - Sept 2024, Advisor: Prof. David Lo
- - Ph.D. Student, DIRO, University of Montreal, Sep 2020 - Sept 2024
Education
- - Ph.D. in Computer Science, DIRO, University of Montreal, Advisor: Prof. Houari Sahraoui
- - Master's degree in Data Science, University of Namur
- - Bachelor's degree in Computer Science and Mathematics, University of Namur
Background
- Research interests include deep learning, natural language processing, and software engineering, with a special focus on large language models for code analysis. Currently a Research Scientist (Postdoc) at Singapore Management University, focusing on using LLMs for software vulnerability detection.
Miscellany
- Personal interests and hobbies not mentioned
