AI4SE publications

1. Agnia Sergeyuk, Ekaterina Koshchenko, Ilya Zakharov, Timofey Bryksin, and Maliheh Izadi. Bridging Developer Needs and Feasible Features for AI Assistants in IDEs . , 2025
2. Agnia Sergeyuk, Ilya Zakharov, Ekaterina Koshchenko, and Maliheh Izadi. Human-AI Experience in Integrated Development Environments: A Systematic Literature Review . , 2025
3. Daniele Cipollone, Egor Bogomolov, Arie van Deursen, and Maliheh Izadi. TreeRanker: Fast and Model-agnostic Ranking System for Code Suggestions in IDEs . , 2025
4. Ali Asgari, Milan de Koning, Pouria Derakhshanfar, and Annibale Panichella. Metamorphic Testing of Deep Code Models: A Systematic Literature Review . , 2025
5. Yuri Noviello. Designing and Evaluating AI‑Generated Multimodal Analogy‑Based Explanations . 26th International Conference on Artificial Intelligence in Education (AIED), 2025
6. Mitchell Olsthoorn. Improving the Comprehensibility of Generated Test Suites Using Test Case Clustering . 18th IEEE International Conference on Software Testing, Verification and Validation (ICST) - Short Papers, Vision and Emerging Results Track, 2025
7. Azat Abdullin, Pouria Derakhshanfar, and Annibale Panichella. Test Wars: A Comparative Study of SBST, Symbolic Execution, and LLM-Based Approaches to Unit Test Generation . 18th IEEE International Conference on Software Testing, Verification and Validation (ICST), 2025
8. Ilya Zakharov, Liudmila Piatnitckaia, Anastasia Birillo, Agnia Sergeyuk, and Maliheh Izadi. When People Come First, A Human-Centered Approach to Computer Science Education. The ACM Conference on Innovation and Technology in Computer Science Education (ITiCSE), 2025
9. Ziyou Li and Maliheh Izadi. Enhancing Human-IDE Interaction in the SDLC using LLM-based Mediator Agents. The 1st International Workshop on AI-Augmented SDLC, co-located with (FSE), 2025
10. Ziyou Li. Mediating between Human Programmers and Integrated Development Environments using LLM-based Agents. The 2025 ACM International Conference on the Foundations of Software Engineering (FSE), 2025
11. Daniele Cipollone. Enhancing Large Language Model Integration in Integrated Development Environments. ACM International Conference on the Foundations of Software Engineering (FSE), 2025
12. Roham Koohestani and Maliheh Izadi. HyperSeq; A Hyper-Adaptive Representation for Predictive Sequencing of States. ACM International Conference on the Foundations of Software Engineering (FSE), 2025
13. Andrei-Cristian Ionescu, Sergey Titov, and Maliheh Izadi. A Multi-agent Onboarding Assistant based on Large Language Models, Retrieval Augmented Generation, and Chain-of-Thought. ACM International Conference on the Foundations of Software Engineering (FSE), 2025
14. Annibale Panichella. Metamorphic-Based Many-Objective Distillation of LLMs for Code-related Tasks . The 47th IEEE/ACM International Conference on Software Engineering (ACM/IEEE ICSE - Research track), 2025
15. Roham Koohestani and Maliheh Izadi. Rethinking IDE Customization for Enhanced HAX; A Hyperdimensional Perspective. The 2nd Workshop on Integrated Development Environments (the IDE Workshop), Co-located with ACM/IEEE ICSE, 2025
16. Agnia Sergeyuk, Ekaterina Koshchenko, Ilya Zakharov, Timofey Bryksin, and Maliheh Izadi. The Design Space of in-IDE Human-AI Experience. Preprint, 2024
17. Egor Bogomolov, Aleksandra Eliseeva, Timur Galimzyanov, Evgeniy Glukhov, Anton Shapkin, Maria Tigina, Yaroslav Golubev, Alexander Kovrigin, Arie van Deursen, Maliheh Izadi, and Timofey Bryksin. Long Code Arena; a Set of Benchmarks for Long-Context Code Models. , 2024
18. Aral de Moor, Arie van Deursen, and Maliheh Izadi. A Transformer-Based Approach for Smart Invocation of Automatic Code Completion. Proceedings of the 1st ACM International Conference on AI-Powered Software (AIWare), co-located with ACM FSE, ACM Distinguished Paper Award 🏆, 2024
19. Agnia Sergeyuk, Sergey Titov, and Maliheh Izadi. In-IDE Human-AI Experience in the Era of Large Language Models; A Literature Review. The 1st Workshop on Integrated Development Environments (the IDE Workshop), Co-located with ACM/IEEE ICSE, 2024
20. Arkadii Sapozhnikov, Mitchell Olsthoorn, A. Panichella, V.V. Kovalenko, and P. Derakhshanfar. TestSpark: IntelliJ IDEA's Ultimate Test Generation Companion. Proceedings - 2024 ACM/IEEE 46th International Conference on Software Engineering, 2024
21. Calin Georgescu, Mitchell Olsthoorn, Pouria Derakhshanfar, Marat Akhin, and Annibale Panichella. Evolutionary Generative Fuzzing for Differential Testing of the Kotlin Compiler. FSE 2024 - Industry Track, 2024