Maliheh Izadi

According to our database, Maliheh Izadi authored at least 53 papers between 2018 and 2025.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2025

The Impact of Generative AI on Creativity in Software Development: A Research Agenda.

Victoria Jackson, Bogdan Vasilescu, Daniel Russo, Paul Ralph, Rafael Prikladnicki, Maliheh Izadi, Sarah D'Angelo, Sarah Inman, Anielle Severo Lisbôa de Andrade, André van der Hoek

ACM Trans. Softw. Eng. Methodol., June, 2025

Human-AI Experience in Integrated Development Environments: A Systematic Literature Review.

Agnia Sergeyuk, Ilya Zakharov, Ekaterina Koshchenko, Maliheh Izadi

CoRR, March, 2025

Benchmarking AI Models in Software Engineering: A Review, Search Tool, and Enhancement Protocol.

Roham Koohestani, Philippe de Bekker, Maliheh Izadi

CoRR, March, 2025

Code Red! On the Harmfulness of Applying Off-the-Shelf Large Language Models to Programming Tasks.

Ali Al-Kaswan, Sebastian Deatc, Begüm Koç, Arie van Deursen, Maliheh Izadi

Proc. ACM Softw. Eng., 2025

Enhancing Human-IDE Interaction in the SDLC using LLM-based Mediator Agents.

Ziyou Li, Maliheh Izadi

Proceedings of the 33rd ACM International Conference on the Foundations of Software Engineering, 2025

HyperSeq: A Hyper-Adaptive Representation for Predictive Sequencing of States.

Roham Koohestani, Maliheh Izadi

Proceedings of the 33rd ACM International Conference on the Foundations of Software Engineering, 2025

A Multi-agent Onboarding Assistant based on Large Language Models, Retrieval Augmented Generation, and Chain-of-Thought.

Andrei Cristian Ionescu, Sergey Titov, Maliheh Izadi

Proceedings of the 33rd ACM International Conference on the Foundations of Software Engineering, 2025

A Qualitative Investigation into LLM-Generated Multilingual Code Comments and Automatic Evaluation Metrics.

Jonathan Katzy, Yongcheng Huang, Gopal-Raj Panchu, Maksym Ziemlewski, Paris Loizides, Sander Vermeulen, Arie van Deursen, Maliheh Izadi

Proceedings of the 21st International Conference on Predictive Models and Data Analytics in Software Engineering, 2025

Message from NLBSE 2025 Program Chairs.

Maliheh Izadi, Andrea Di Sorbo, Sebastiano Panichella

Proceedings of the IEEE/ACM International Workshop on Natural Language-Based Software Engineering, 2025

How Much Do Code Language Models Remember? An Investigation on Data Extraction Attacks Before and After Fine-tuning.

Fabio Salerno, Ali Al-Kaswan, Maliheh Izadi

Proceedings of the 22nd IEEE/ACM International Conference on Mining Software Repositories, 2025

Automating the Detection of Code Vulnerabilities by Analyzing GitHub Issues.

Daniele Cipollone, Changjie Wang, Mariano Scazzariello, Simone Ferlin, Maliheh Izadi, Dejan Kostic, Marco Chiesa

Proceedings of the IEEE/ACM International Workshop on Large Language Models for Code, 2025

When People Come First: A Human-Centered Approach to Computer Science Education.

Ilya Zakharov, Liudmila Piatnitckaia, Anastasiia Birillo, Agnia Sergeyuk, Maliheh Izadi

Proceedings of the 30th ACM Conference on Innovation and Technology in Computer Science Education V. 2, 2025

Rethinking IDE Customization for Enhanced HAX: A Hyperdimensional Perspective.

Roham Koohestani, Maliheh Izadi

Proceedings of the IEEE/ACM Second IDE Workshop, 2025

Leveraging Large Language Models for Enhancing the Understandability of Generated Unit Tests.

Amirhossein Deljouyi, Roham Koohestani, Maliheh Izadi, Andy Zaidman

Proceedings of the 47th IEEE/ACM International Conference on Software Engineering, 2025

The Heap: A Contamination-Free Multilingual Code Dataset for Evaluating Large Language Models.

Jonathan Katzy, Razvan Mihai Popescu, Arie van Deursen, Maliheh Izadi

Proceedings of the IEEE/ACM Second International Conference on AI Foundation Models and Software Engineering, 2025

2024

Correction to: The potential of an adaptive computerized dynamic assessment tutor in diagnosing and assessing learners' listening comprehension.

Mehri Izadi, Maliheh Izadi, Farrokhlagha Heidari

Educ. Inf. Technol., October, 2024

The potential of an adaptive computerized dynamic assessment tutor in diagnosing and assessing learners' listening comprehension.

Mehri Izadi, Maliheh Izadi, Farrokhlagha Heidari

Educ. Inf. Technol., February, 2024

Generative AI in Software Engineering Must Be Human-Centered: The Copenhagen Manifesto.

Daniel Russo, Sebastian Baltes, Niels van Berkel, Paris Avgeriou, Fabio Calefato, Beatriz Cabrero Daniel, Gemma Catolino, Jürgen Cito, Neil A. Ernst, Thomas Fritz, Hideaki Hata, Reid Holmes, Maliheh Izadi, Foutse Khomh, Mikkel Baun Kjærgaard, Grischa Liebel, Alberto Lluch-Lafuente, Stefano Lambiase, Walid Maalej, Gail C. Murphy, Nils Brede Moe, Gabrielle O'Brien, Elda Paja, Mauro Pezzè, John Stouby Persson, Rafael Prikladnicki, Paul Ralph, Martin P. Robillard, Thiago Rocha Silva, Klaas-Jan Stol, Margaret-Anne D. Storey, Viktoria Stray, Paolo Tell, Christoph Treude, Bogdan Vasilescu

J. Syst. Softw., 2024

The Design Space of in-IDE Human-AI Experience.

Agnia Sergeyuk, Ekaterina Koshchenko, Ilya Zakharov, Timofey Bryksin, Maliheh Izadi

CoRR, 2024

Long Code Arena: a Set of Benchmarks for Long-Context Code Models.

Egor Bogomolov, Aleksandra Eliseeva, Timur Galimzyanov, Evgeniy Glukhov, Anton Shapkin, Maria Tigina, Yaroslav Golubev, Alexander Kovrigin, Arie van Deursen, Maliheh Izadi, Timofey Bryksin

CoRR, 2024

Creativity, Generative AI, and Software Development: A Research Agenda.

Victoria Jackson, Bogdan Vasilescu, Daniel Russo, Paul Ralph, Maliheh Izadi, Rafael Prikladnicki, Sarah D'Angelo, Sarah Inman, Anielle Lisboa, André van der Hoek

CoRR, 2024

In-IDE Human-AI Experience in the Era of Large Language Models; A Literature Review.

Agnia Sergeyuk, Sergey Titov, Maliheh Izadi

Proceedings of the 1st ACM/IEEE Workshop on Integrated Development Environments, 2024

Maven Unzipped: Exploring the Impact of Library Packaging on the Ecosystem.

Mehdi Keshani, Gideon Bot, Priyam Rungta, Maliheh Izadi, Arie van Deursen, Sebastian Proksch

Proceedings of the IEEE International Conference on Software Maintenance and Evolution, 2024

Language Models for Code Completion: A Practical Evaluation.

Maliheh Izadi, Jonathan Katzy, Tim van Dam, Marc Otten, Razvan Mihai Popescu, Arie van Deursen

Proceedings of the 46th IEEE/ACM International Conference on Software Engineering, 2024

Traces of Memorisation in Large Language Models for Code.

Ali Al-Kaswan, Maliheh Izadi, Arie van Deursen

Proceedings of the 46th IEEE/ACM International Conference on Software Engineering, 2024

An Exploratory Investigation into Code License Infringements in Large Language Model Training Datasets.

Jonathan Katzy, Razvan Mihai Popescu, Arie van Deursen, Maliheh Izadi

Proceedings of the 2024 IEEE/ACM First International Conference on AI Foundation Models and Software Engineering, 2024

Investigating the Performance of Language Models for Completing Code in Functional Programming Languages: a Haskell Case Study.

Tim van Dam, Frank van der Heijden, Philippe de Bekker, Berend Nieuwschepen, Marc Otten, Maliheh Izadi

Proceedings of the 2024 IEEE/ACM First International Conference on AI Foundation Models and Software Engineering, 2024

A Transformer-Based Approach for Smart Invocation of Automatic Code Completion.

Aral de Moor, Arie van Deursen, Maliheh Izadi

Proceedings of the 1st ACM International Conference on AI-Powered Software, 2024

2023

On the Impact of Language Selection for Training and Evaluating Programming Language Models.

Jonathan Katzy, Maliheh Izadi, Arie van Deursen

Dataset, August, 2023

Semantically-enhanced topic recommendation systems for software projects.

Maliheh Izadi, Mahtab Nejati, Abbas Heydarnoori

Empir. Softw. Eng., March, 2023

Targeted Attack on GPT-Neo for the SATML Language Model Data Extraction Challenge.

Ali Al-Kaswan, Maliheh Izadi, Arie van Deursen

CoRR, 2023

Extending Source Code Pre-Trained Language Models to Summarise Decompiled Binaries.

Ali Al-Kaswan, Toufique Ahmed, Maliheh Izadi, Anand Ashok Sawant, Premkumar T. Devanbu, Arie van Deursen

CoRR, 2023

Extending Source Code Pre-Trained Language Models to Summarise Decompiled Binarie.

Ali Al-Kaswan, Toufique Ahmed, Maliheh Izadi, Anand Ashok Sawant, Premkumar T. Devanbu, Arie van Deursen

Proceedings of the IEEE International Conference on Software Analysis, 2023

On the Impact of Language Selection for Training and Evaluating Programming Language Models.

Jonathan Katzy, Maliheh Izadi, Arie van Deursen

Proceedings of the 23rd IEEE International Working Conference on Source Code Analysis and Manipulation, 2023

The NLBSE'23 Tool Competition.

Rafael Kallis, Maliheh Izadi, Luca Pascarella, Oscar Chaparro, Pooja Rani

Proceedings of the 2nd IEEE/ACM International Workshop on Natural Language-Based Software Engineering, 2023

STACC: Code Comment Classification using SentenceTransformers.

Ali Al-Kaswan, Maliheh Izadi, Arie van Deursen

Proceedings of the 2nd IEEE/ACM International Workshop on Natural Language-Based Software Engineering, 2023

The (ab)use of Open Source Code to Train Large Language Models.

Ali Al-Kaswan, Maliheh Izadi

Proceedings of the 2nd IEEE/ACM International Workshop on Natural Language-Based Software Engineering, 2023

Enriching Source Code with Contextual Data for Code Completion Models: An Empirical Study.

Tim van Dam, Maliheh Izadi, Arie van Deursen

Proceedings of the 20th IEEE/ACM International Conference on Mining Software Repositories, 2023

2022

CAPYBARA: Decompiled Binary Functions and Related Summaries.

Ali Al-Kaswan, Toufique Ahmed, Maliheh Izadi, Anand Ashok Sawant, Prem Devanbu, Arie van Deursen

Dataset, October, 2022

BinT5: Binary Code Summarisation Model.

Ali Al-Kaswan, Toufique Ahmed, Maliheh Izadi, Anand Ashok Sawant, Prem Devanbu, Arie van Deursen

Dataset, October, 2022

Predicting the objective and priority of issue reports in software repositories.

Maliheh Izadi, Kiana Akbari, Abbas Heydarnoori

Empir. Softw. Eng., 2022

LinkFormer: Automatic Contextualised Link Recovery of Software Artifacts in both Project-based and Transfer Learning Settings.

Maliheh Izadi, Pooya Rostami Mazrae, Tom Mens, Arie van Deursen

CoRR, 2022

Semantically-enhanced Topic Recommendation System for Software Projects.

Maliheh Izadi, Mahtab Nejati, Abbas Heydarnoori

CoRR, 2022

On the Evaluation of NLP-based Models for Software Engineering.

Maliheh Izadi, Matin Nili Ahmadabadi

Proceedings of the 2022 IEEE/ACM 1st International Workshop on Natural Language-Based Software Engineering (NLBSE 2022), 2022

CatIss: An Intelligent Tool for Categorizing Issues Reports using Transformers.

Maliheh Izadi

Proceedings of the 2022 IEEE/ACM 1st International Workshop on Natural Language-Based Software Engineering (NLBSE 2022), 2022

CodeFill: Multi-token Code Completion by Jointly learning from Structure and Naming Sequences.

Maliheh Izadi, Roberta Gismondi, Georgios Gousios

Proceedings of the 44th IEEE/ACM 44th International Conference on Software Engineering, 2022

2021

Topic recommendation for software repositories using multi-label classification algorithms.

Maliheh Izadi, Abbas Heydarnoori, Georgios Gousios

Empir. Softw. Eng., 2021

Automated Recovery of Issue-Commit Links Leveraging Both Textual and Non-textual Data.

Pooya Rostami Mazrae, Maliheh Izadi, Abbas Heydarnoori

Proceedings of the IEEE International Conference on Software Maintenance and Evolution, 2021

2020

Generating summaries for methods of event-driven programs: An Android case study.

Alireza Aghamohammadi, Maliheh Izadi, Abbas Heydarnoori

J. Syst. Softw., 2020

Predicting the Objective and Priority of Issue Reports in a Cross project Context.

Maliheh Izadi, Kiana Akbari, Abbas Heydarnoori

CoRR, 2020

Topic Recommendation for Software Repositories using Multi-label Classification Algorithms.

Maliheh Izadi, Siavash Ganji, Abbas Heydarnoori

CoRR, 2020

Improving Quality of a Post's Set of Answers in Stack Overflow.

MohammadReza Tavakoli, Maliheh Izadi, Abbas Heydarnoori

Proceedings of the 46th Euromicro Conference on Software Engineering and Advanced Applications, 2020

2018

Evaluating Collaborative Filtering Recommender Algorithms: A Survey.

Mahdi Jalili, Sajad Ahmadian, Maliheh Izadi, Parham Moradi, Mostafa Salehi

IEEE Access, 2018