Maliheh Izadi

94 papers A* 7A 6B 1C 1Journal 60Unranked 18
YearRankTypeTitle / Venue / Authors
2026 J jnl
AST-PAC: AST-guided Membership Inference for Code.
CoRR
Roham Koohestani, Ali Al-Kaswan, Jonathan Katzy, Maliheh Izadi
2026 J jnl
Automated Attention Pattern Discovery at Scale in Large Language Models.
Trans. Mach. Learn. Res.
Jonathan Katzy, Razvan Mihai Popescu, Erik Mekkes, Arie van Deursen, Maliheh Izadi
2026 J jnl
Benchmarking AI Models in Software Engineering: A Review, Search Tool, and Unified Approach for Elevating Benchmark Quality.
IEEE Trans. Software Eng.
Roham Koohestani, Philippe de Bekker, Begüm Koç, Maliheh Izadi
2026 A conf
Developer Interaction Patterns with Proactive AI: A Five-Day Field Study.
IUI
Nadine Kuo, Agnia Sergeyuk, Valerie Chen, Maliheh Izadi
2026 J jnl
Developer Interaction Patterns with Proactive AI: A Five-Day Field Study.
CoRR
Nadine Kuo, Agnia Sergeyuk, Valerie Chen, Maliheh Izadi
2026 J jnl
Human-AI experience in integrated development environments: a systematic literature review.
Empir. Softw. Eng.
Agnia Sergeyuk, Ilya Zakharov, Ekaterina Koshchenko, Maliheh Izadi
2026 J jnl
Model See, Model Do? Exposure-Aware Evaluation of Bug-vs-Fix Preference in Code LLMs.
CoRR
Ali Al-Kaswan, Claudio Spiess, Prem Devanbu, Arie van Deursen, Maliheh Izadi
2026 J jnl
TriCEGAR: A Trace-Driven Abstraction Mechanism for Agentic AI.
CoRR
Roham Koohestani, Ates Görpelioglu, Egor Klimov, Burcu Kulahcioglu Ozkan, Maliheh Izadi
2025 — conf
A Multi-agent Onboarding Assistant based on Large Language Models, Retrieval Augmented Generation, and Chain-of-Thought.
SIGSOFT FSE Companion
Andrei Cristian Ionescu, Sergey Titov, Maliheh Izadi
2025 J jnl
A Multi-agent Onboarding Assistant based on Large Language Models, Retrieval Augmented Generation, and Chain-of-Thought.
CoRR
Andrei Cristian Ionescu, Sergey Titov, Maliheh Izadi
2025 — conf
A Qualitative Investigation into LLM-Generated Multilingual Code Comments and Automatic Evaluation Metrics.
PROMISE
Jonathan Katzy, Yongcheng Huang, Gopal-Raj Panchu, Maksym Ziemlewski, Paris Loizides, Sander Vermeulen, Arie van Deursen, Maliheh Izadi
2025 J jnl
A Qualitative Investigation into LLM-Generated Multilingual Code Comments and Automatic Evaluation Metrics.
CoRR
Jonathan Katzy, Yongcheng Huang, Gopal-Raj Panchu, Maksym Ziemlewski, Paris Loizides, Sander Vermeulen, Arie van Deursen, Maliheh Izadi
2025 J jnl
Are Agents Just Automata? On the Formal Equivalence Between Agentic AI and the Chomsky Hierarchy.
CoRR
Roham Koohestani, Ziyou Li, Anton Podkopaev, Maliheh Izadi
2025 — conf
Automating the Detection of Code Vulnerabilities by Analyzing GitHub Issues.
LLM4Code@ICSE
Daniele Cipollone, Changjie Wang, Mariano Scazzariello, Simone Ferlin, Maliheh Izadi, Dejan Kostic, Marco Chiesa
2025 J jnl
Automating the Detection of Code Vulnerabilities by Analyzing GitHub Issues.
CoRR
Daniele Cipollone, Changjie Wang, Mariano Scazzariello, Simone Ferlin, Maliheh Izadi, Dejan Kostic, Marco Chiesa
2025 J jnl
Benchmarking AI Models in Software Engineering: A Review, Search Tool, and Enhancement Protocol.
CoRR
Roham Koohestani, Philippe de Bekker, Maliheh Izadi
2025 J jnl
Code Red! On the Harmfulness of Applying Off-the-Shelf Large Language Models to Programming Tasks.
Proc. ACM Softw. Eng.
Ali Al-Kaswan, Sebastian Deatc, Begüm Koç, Arie van Deursen, Maliheh Izadi
2025 J jnl
Code Red! On the Harmfulness of Applying Off-the-shelf Large Language Models to Programming Tasks.
CoRR
Ali Al-Kaswan, Sebastian Deatc, Begüm Koç, Arie van Deursen, Maliheh Izadi
2025 J jnl
Code4MeV2: a Research-oriented Code-completion Platform.
CoRR
Roham Koohestani, Parham Bateni, Aydin Ebrahimi, Behdad Etezadi, Kiarash Karimi, Maliheh Izadi
2025 J jnl
Does In-IDE Calibration of Large Language Models work at Scale?
CoRR
Roham Koohestani, Agnia Sergeyuk, David Gros, Claudio Spiess, Sergey Titov, Prem Devanbu, Maliheh Izadi
2025 — conf
Enhancing Human-IDE Interaction in the SDLC using LLM-based Mediator Agents.
SIGSOFT FSE Companion
Ziyou Li, Maliheh Izadi
2025 A* conf
Evaluating Large Language Models for Functional and Maintainable Code in Industrial Settings: A Case Study at ASML.
ASE
Yash Mundhra, Max Valk, Maliheh Izadi
2025 J jnl
Evaluating Large Language Models for Functional and Maintainable Code in Industrial Settings: A Case Study at ASML.
CoRR
Yash Mundhra, Max Valk, Maliheh Izadi
2025 A conf
How Much Do Code Language Models Remember? An Investigation on Data Extraction Attacks Before and After Fine-tuning.
MSR
Fabio Salerno, Ali Al-Kaswan, Maliheh Izadi
2025 J jnl
How Much Do Code Language Models Remember? An Investigation on Data Extraction Attacks before and after Fine-tuning.
CoRR
Fabio Salerno, Ali Al-Kaswan, Maliheh Izadi
2025 J jnl
Human-AI Experience in Integrated Development Environments: A Systematic Literature Review.
CoRR
Agnia Sergeyuk, Ilya Zakharov, Ekaterina Koshchenko, Maliheh Izadi
2025 — conf
HyperSeq: A Hyper-Adaptive Representation for Predictive Sequencing of States.
SIGSOFT FSE Companion
Roham Koohestani, Maliheh Izadi
2025 J jnl
HyperSeq: A Hyper-Adaptive Representation for Predictive Sequencing of States.
CoRR
Roham Koohestani, Maliheh Izadi
2025 A* conf
Leveraging Large Language Models for Enhancing the Understandability of Generated Unit Tests.
ICSE
Amirhossein Deljouyi, Roham Koohestani, Maliheh Izadi, Andy Zaidman
2025 — conf
Message from NLBSE 2025 Program Chairs.
NLBSE@ICSE
Maliheh Izadi, Andrea Di Sorbo, Sebastiano Panichella
2025 A* conf
Prompt-with-Me: in-IDE Structured Prompt Management for LLM-Driven Software Engineering.
ASE
Ziyou Li, Agnia Sergeyuk, Maliheh Izadi
2025 J jnl
Prompt-with-Me: in-IDE Structured Prompt Management for LLM-Driven Software Engineering.
CoRR
Ziyou Li, Agnia Sergeyuk, Maliheh Izadi
2025 — conf
Rethinking IDE Customization for Enhanced HAX: A Hyperdimensional Perspective.
IDE@ICSE
Roham Koohestani, Maliheh Izadi
2025 J jnl
Rethinking IDE Customization for Enhanced HAX: A Hyperdimensional Perspective.
CoRR
Roham Koohestani, Maliheh Izadi
2025 — conf
The Heap: A Contamination-Free Multilingual Code Dataset for Evaluating Large Language Models.
Forge@ICSE
Jonathan Katzy, Razvan Mihai Popescu, Arie van Deursen, Maliheh Izadi
2025 J jnl
The Heap: A Contamination-Free Multilingual Code Dataset for Evaluating Large Language Models.
CoRR
Jonathan Katzy, Razvan Mihai Popescu, Arie van Deursen, Maliheh Izadi
2025 J jnl
The Impact of Generative AI on Creativity in Software Development: A Research Agenda.
ACM Trans. Softw. Eng. Methodol.
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
2025 A* conf
TreeRanker: Fast and Model-Agnostic Ranking System for Code Suggestions in IDEs.
ASE
Daniele Cipollone, Egor Bogomolov, Arie van Deursen, Maliheh Izadi
2025 J jnl
TreeRanker: Fast and Model-agnostic Ranking System for Code Suggestions in IDEs.
CoRR
Daniele Cipollone, Egor Bogomolov, Arie van Deursen, Maliheh Izadi
2025 — conf
When People Come First: A Human-Centered Approach to Computer Science Education.
ITiCSE (2)
Ilya Zakharov, Liudmila Piatnitckaia, Anastasiia Birillo, Agnia Sergeyuk, Maliheh Izadi
2024 — conf
A Transformer-Based Approach for Smart Invocation of Automatic Code Completion.
AIware
Aral de Moor, Arie van Deursen, Maliheh Izadi
2024 J jnl
A Transformer-Based Approach for Smart Invocation of Automatic Code Completion.
CoRR
Aral de Moor, Arie van Deursen, Maliheh Izadi
2024 — conf
An Exploratory Investigation into Code License Infringements in Large Language Model Training Datasets.
FORGE
Jonathan Katzy, Razvan Mihai Popescu, Arie van Deursen, Maliheh Izadi
2024 J jnl
An Exploratory Investigation into Code License Infringements in Large Language Model Training Datasets.
CoRR
Jonathan Katzy, Razvan Mihai Popescu, Arie van Deursen, Maliheh Izadi
2024 J jnl
Correction to: The potential of an adaptive computerized dynamic assessment tutor in diagnosing and assessing learners' listening comprehension.
Educ. Inf. Technol.
Mehri Izadi, Maliheh Izadi, Farrokhlagha Heidari
2024 J jnl
Correction to: The potential of an adaptive computerized dynamic assessment tutor in diagnosing and assessing learners' listening comprehension.
Educ. Inf. Technol.
Mehri Izadi, Maliheh Izadi, Farrokhlagha Heidari
2024 J jnl
Creativity, Generative AI, and Software Development: A Research Agenda.
CoRR
Victoria Jackson, Bogdan Vasilescu, Daniel Russo, Paul Ralph, Maliheh Izadi, Rafael Prikladnicki, Sarah D'Angelo, Sarah Inman, Anielle Lisboa, André van der Hoek
2024 J jnl
Generative AI in Software Engineering Must Be Human-Centered: The Copenhagen Manifesto.
J. Syst. Softw.
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
2024 — conf
In-IDE Human-AI Experience in the Era of Large Language Models; A Literature Review.
IDE@ICSE
Agnia Sergeyuk, Sergey Titov, Maliheh Izadi
2024 J jnl
In-IDE Human-AI Experience in the Era of Large Language Models; A Literature Review.
CoRR
Agnia Sergeyuk, Sergey Titov, Maliheh Izadi
2024 — conf
Investigating the Performance of Language Models for Completing Code in Functional Programming Languages: a Haskell Case Study.
FORGE
Tim van Dam, Frank van der Heijden, Philippe de Bekker, Berend Nieuwschepen, Marc Otten, Maliheh Izadi
2024 J jnl
Investigating the Performance of Language Models for Completing Code in Functional Programming Languages: a Haskell Case Study.
CoRR
Tim van Dam, Frank van der Heijden, Philippe de Bekker, Berend Nieuwschepen, Marc Otten, Maliheh Izadi
2024 A* conf
Language Models for Code Completion: A Practical Evaluation.
ICSE
Maliheh Izadi, Jonathan Katzy, Tim van Dam, Marc Otten, Razvan Mihai Popescu, Arie van Deursen
2024 J jnl
Language Models for Code Completion: A Practical Evaluation.
CoRR
Maliheh Izadi, Jonathan Katzy, Tim van Dam, Marc Otten, Razvan Mihai Popescu, Arie van Deursen
2024 J jnl
Leveraging Large Language Models for Enhancing the Understandability of Generated Unit Tests.
CoRR
Amirhossein Deljouyi, Roham Koohestani, Maliheh Izadi, Andy Zaidman
2024 J jnl
Long Code Arena: a Set of Benchmarks for Long-Context Code Models.
CoRR
Egor Bogomolov, Aleksandra Eliseeva, Timur Galimzyanov, Evgeniy Glukhov, Anton Shapkin, Maria Tigina, Yaroslav Golubev, Alexander Kovrigin, Arie van Deursen, Maliheh Izadi, Timofey Bryksin
2024 A conf
Maven Unzipped: Exploring the Impact of Library Packaging on the Ecosystem.
ICSME
Mehdi Keshani, Gideon Bot, Priyam Rungta, Maliheh Izadi, Arie van Deursen, Sebastian Proksch
2024 — ed.
Proceedings of the Third ACM/IEEE International Workshop on NL-based Software Engineering, NLBSE 2024, Lisbon, Portugal, 20 April 2024
NLBSE@ICSE
Maliheh Izadi, Andrea Di Sorbo, Sebastiano Panichella
2024 J jnl
The Design Space of in-IDE Human-AI Experience.
CoRR
Agnia Sergeyuk, Ekaterina Koshchenko, Ilya Zakharov, Timofey Bryksin, Maliheh Izadi
2024 J jnl
The potential of an adaptive computerized dynamic assessment tutor in diagnosing and assessing learners' listening comprehension.
Educ. Inf. Technol.
Mehri Izadi, Maliheh Izadi, Farrokhlagha Heidari
2024 A* conf
Traces of Memorisation in Large Language Models for Code.
ICSE
Ali Al-Kaswan, Maliheh Izadi, Arie van Deursen
2023 A conf
Enriching Source Code with Contextual Data for Code Completion Models: An Empirical Study.
MSR
Tim van Dam, Maliheh Izadi, Arie van Deursen
2023 J jnl
Enriching Source Code with Contextual Data for Code Completion Models: An Empirical Study.
CoRR
Tim van Dam, Maliheh Izadi, Arie van Deursen
2023 A conf
Extending Source Code Pre-Trained Language Models to Summarise Decompiled Binarie.
SANER
Ali Al-Kaswan, Toufique Ahmed, Maliheh Izadi, Anand Ashok Sawant, Premkumar T. Devanbu, Arie van Deursen
2023 J jnl
Extending Source Code Pre-Trained Language Models to Summarise Decompiled Binaries.
CoRR
Ali Al-Kaswan, Toufique Ahmed, Maliheh Izadi, Anand Ashok Sawant, Premkumar T. Devanbu, Arie van Deursen
2023 C conf
On the Impact of Language Selection for Training and Evaluating Programming Language Models.
SCAM
Jonathan Katzy, Maliheh Izadi, Arie van Deursen
2023 J jnl
On the Impact of Language Selection for Training and Evaluating Programming Language Models.
CoRR
Jonathan Katzy, Maliheh Izadi, Arie van Deursen
2023 — conf
STACC: Code Comment Classification using SentenceTransformers.
NLBSE@ICSE
Ali Al-Kaswan, Maliheh Izadi, Arie van Deursen
2023 J jnl
STACC: Code Comment Classification using SentenceTransformers.
CoRR
Ali Al-Kaswan, Maliheh Izadi, Arie van Deursen
2023 J jnl
Semantically-enhanced topic recommendation systems for software projects.
Empir. Softw. Eng.
Maliheh Izadi, Mahtab Nejati, Abbas Heydarnoori
2023 J jnl
Targeted Attack on GPT-Neo for the SATML Language Model Data Extraction Challenge.
CoRR
Ali Al-Kaswan, Maliheh Izadi, Arie van Deursen
2023 — conf
The (ab)use of Open Source Code to Train Large Language Models.
NLBSE@ICSE
Ali Al-Kaswan, Maliheh Izadi
2023 J jnl
The (ab)use of Open Source Code to Train Large Language Models.
CoRR
Ali Al-Kaswan, Maliheh Izadi
2023 — conf
The NLBSE'23 Tool Competition.
NLBSE@ICSE
Rafael Kallis, Maliheh Izadi, Luca Pascarella, Oscar Chaparro, Pooja Rani
2023 J jnl
Traces of Memorisation in Large Language Models for Code.
CoRR
Ali Al-Kaswan, Maliheh Izadi, Arie van Deursen
2022 — conf
CatIss: An Intelligent Tool for Categorizing Issues Reports using Transformers.
NLBSE
Maliheh Izadi
2022 J jnl
CatIss: An Intelligent Tool for Categorizing Issues Reports using Transformers.
CoRR
Maliheh Izadi
2022 J jnl
CodeFill: Multi-token Code Completion by Jointly Learning from Structure and Naming Sequences.
CoRR
Maliheh Izadi, Roberta Gismondi, Georgios Gousios
2022 A* conf
CodeFill: Multi-token Code Completion by Jointly learning from Structure and Naming Sequences.
ICSE
Maliheh Izadi, Roberta Gismondi, Georgios Gousios
2022 J jnl
LinkFormer: Automatic Contextualised Link Recovery of Software Artifacts in both Project-based and Transfer Learning Settings.
CoRR
Maliheh Izadi, Pooya Rostami Mazrae, Tom Mens, Arie van Deursen
2022 — conf
On the Evaluation of NLP-based Models for Software Engineering.
NLBSE
Maliheh Izadi, Matin Nili Ahmadabadi
2022 J jnl
On the Evaluation of NLP-based Models for Software Engineering.
CoRR
Maliheh Izadi, Matin Nili Ahmadabadi
2022 J jnl
Predicting the objective and priority of issue reports in software repositories.
Empir. Softw. Eng.
Maliheh Izadi, Kiana Akbari, Abbas Heydarnoori
2022 J jnl
Semantically-enhanced Topic Recommendation System for Software Projects.
CoRR
Maliheh Izadi, Mahtab Nejati, Abbas Heydarnoori
2021 A conf
Automated Recovery of Issue-Commit Links Leveraging Both Textual and Non-textual Data.
ICSME
Pooya Rostami Mazrae, Maliheh Izadi, Abbas Heydarnoori
2021 J jnl
Automated Recovery of Issue-Commit Links Leveraging Both Textual and Non-textual Data.
CoRR
Pooya Rostami Mazrae, Maliheh Izadi, Abbas Heydarnoori
2021 J jnl
Topic recommendation for software repositories using multi-label classification algorithms.
Empir. Softw. Eng.
Maliheh Izadi, Abbas Heydarnoori, Georgios Gousios
2020 J jnl
Generating summaries for methods of event-driven programs: An Android case study.
J. Syst. Softw.
Alireza Aghamohammadi, Maliheh Izadi, Abbas Heydarnoori
2020 B conf
Improving Quality of a Post's Set of Answers in Stack Overflow.
SEAA
MohammadReza Tavakoli, Maliheh Izadi, Abbas Heydarnoori
2020 J jnl
Improving Quality of a Post's Set of Answers in Stack Overflow.
CoRR
MohammadReza Tavakoli, Maliheh Izadi, Abbas Heydarnoori
2020 J jnl
Predicting the Objective and Priority of Issue Reports in a Cross project Context.
CoRR
Maliheh Izadi, Kiana Akbari, Abbas Heydarnoori
2020 J jnl
Topic Recommendation for Software Repositories using Multi-label Classification Algorithms.
CoRR
Maliheh Izadi, Siavash Ganji, Abbas Heydarnoori
2018 J jnl
Evaluating Collaborative Filtering Recommender Algorithms: A Survey.
IEEE Access
Mahdi Jalili, Sajad Ahmadian, Maliheh Izadi, Parham Moradi, Mostafa Salehi
2018 J jnl
Generating Summaries for Methods of Event-Driven Programs: an Android Case Study.
CoRR
Alireza Aghamohammadi, Abbas Heydarnoori, Maliheh Izadi