Evaluating collaborative filtering recommender algorithms: a survey M Jalili, S Ahmadian, M Izadi, P Moradi, M Salehi IEEE access 6, 74003-74024, 2018 | 228 | 2018 |
CodeFill: Multi-token Code Completion by Jointly learning from Structure and Naming Sequences M Izadi, R Gismondi, G Gousios 2022 IEEE/ACM 44th International Conference on Software Engineering (ICSE …, 2022 | 117 | 2022 |
Predicting the objective and priority of issue reports in software repositories M Izadi, K Akbari, A Heydarnoori Empirical Software Engineering 27 (2), 50, 2022 | 63 | 2022 |
Topic recommendation for software repositories using multi-label classification algorithms M Izadi, A Heydarnoori, G Gousios Empirical Software Engineering 26 (5), 93, 2021 | 49 | 2021 |
Extending source code pre-trained language models to summarise decompiled binaries A Al-Kaswan, T Ahmed, M Izadi, AA Sawant, P Devanbu, A van Deursen 2023 IEEE International Conference on Software Analysis, Evolution and …, 2023 | 40 | 2023 |
Language models for code completion: A practical evaluation M Izadi, J Katzy, T Van Dam, M Otten, RM Popescu, A Van Deursen Proceedings of the IEEE/ACM 46th International Conference on Software …, 2024 | 25 | 2024 |
The (ab) use of open source code to train large language models A Al-Kaswan, M Izadi 2023 IEEE/ACM 2nd International Workshop on Natural Language-Based Software …, 2023 | 23 | 2023 |
Traces of memorisation in large language models for code A Al-Kaswan, M Izadi, A Van Deursen Proceedings of the IEEE/ACM 46th International Conference on Software …, 2024 | 20 | 2024 |
Automated recovery of issue-commit links leveraging both textual and non-textual data PR Mazrae, M Izadi, A Heydarnoori 2021 IEEE International Conference on Software Maintenance and Evolution …, 2021 | 18 | 2021 |
CatIss: An Intelligent Tool for Categorizing Issues Reports using Transformers M Izadi 2022 IEEE/ACM 1st International Workshop on Natural Language-Based Software …, 2022 | 16 | 2022 |
Recommender systems for social networks analysis and mining: precision versus diversity A Javari, M Izadi, M Jalili Complex Systems and Networks: Dynamics, Controls and Applications, 423-438, 2015 | 14 | 2015 |
Semantically-enhanced topic recommendation systems for software projects M Izadi, M Nejati, A Heydarnoori Empirical Software Engineering 28 (2), 50, 2023 | 13 | 2023 |
On the Evaluation of NLP-based Models for Software Engineering M Izadi, M Nili Ahmadabadi 2022 IEEE/ACM 1st International Workshop on Natural Language-Based Software …, 2022 | 12 | 2022 |
Generating summaries for methods of event-driven programs: An Android case study A Aghamohammadi, M Izadi, A Heydarnoori Journal of Systems and Software 170, 110800, 2020 | 11 | 2020 |
Enriching source code with contextual data for code completion models: An empirical study T van Dam, M Izadi, A van Deursen 2023 IEEE/ACM 20th International Conference on Mining Software Repositories …, 2023 | 10 | 2023 |
Targeted Attack on GPT-Neo for the SATML Language Model Data Extraction Challenge [PRESENTATION] A Al-Kaswan, M Izadi, A van Deursen 1st IEEE Conference on Secure and Trustworthy Machine Learning, 2023 | 10* | 2023 |
In-ide human-ai experience in the era of large language models; a literature review A Sergeyuk, S Titov, M Izadi Proceedings of the 1st ACM/IEEE Workshop on Integrated Development …, 2024 | 7 | 2024 |
An exploratory investigation into code license infringements in large language model training datasets J Katzy, R Popescu, A Van Deursen, M Izadi Proceedings of the 2024 IEEE/ACM First International Conference on AI …, 2024 | 7 | 2024 |
On the impact of language selection for training and evaluating programming language models J Katzy, M Izadi, A Van Deursen 2023 IEEE 23rd International Working Conference on Source Code Analysis and …, 2023 | 7 | 2023 |
Stacc: Code comment classification using sentencetransformers A Al-Kaswan, M Izadi, A Van Deursen 2023 IEEE/ACM 2nd International Workshop on Natural Language-Based Software …, 2023 | 7 | 2023 |