Hadi Hemmati

According to our database, Hadi Hemmati authored at least 76 papers between 2006 and 2024.

Collaborative distances:

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

2024

Improving Automated Program Repair with Domain Adaptation.

Armin Zirak, Hadi Hemmati

ACM Trans. Softw. Eng. Methodol., March, 2024

Can ChatGPT Support Developers? An Empirical Evaluation of Large Language Models for Code Generation.

Kailun Jin, Chung-Yu Wang, Hung Viet Pham, Hadi Hemmati

CoRR, 2024

I came, I saw, I certified: some perspectives on the safety assurance of cyber-physical systems.

Mithila Sivakumar, Alvine Boaye Belle, Kimya Khakzad Shahandashti, Oluwafemi Odu, Hadi Hemmati, Segla Kpodjedo, Song Wang, Opeyemi O. Adesina

CoRR, 2024

2023

Towards understanding quality challenges of the federated learning for neural networks: a first look from the lens of robustness.

Amin Eslami Abyane, Derui Zhu, Roberto Souza, Lei Ma, Hadi Hemmati

Empir. Softw. Eng., March, 2023

Explainable AI for SE: Challenges and Future Directions.

Chakkrit Tantithamthavorn, Jürgen Cito, Hadi Hemmati, Satish Chandra

IEEE Softw., 2023

Expert Perspectives on Explainability.

Jürgen Cito, Satish Chandra, Chakkrit Tantithamthavorn, Hadi Hemmati

IEEE Softw., 2023

Prompt Engineering or Fine Tuning: An Empirical Assessment of Large Language Models in Automated Software Engineering Tasks.

Jiho Shin, Clark Tang, Tahmineh Mohati, Maleknaz Nayebi, Song Wang, Hadi Hemmati

CoRR, 2023

Assessing Evaluation Metrics for Neural Test Oracle Generation.

Jiho Shin, Hadi Hemmati, Moshi Wei, Song Wang

CoRR, 2023

Gray-box Adversarial Attack of Deep Reinforcement Learning-based Trading Agents.

Foozhan Ataiefard, Hadi Hemmati

CoRR, 2023

Automated Test Case Generation Using Code Models and Domain Adaptation.

Sepehr Hashtroudi, Jiho Shin, Hadi Hemmati, Song Wang

CoRR, 2023

A First Look at Fairness of Machine Learning Based Code Reviewer Recommendation.

Mohammad Mahdi Mohajer, Alvine Boaye Belle, Nima Shiri Harzevili, Junjie Wang, Hadi Hemmati, Song Wang, Zhen Ming Jiang

CoRR, 2023

Black-Box Prediction of Flaky Test Fix Categories Using Language Models.

Sakina Fatima, Hadi Hemmati, Lionel C. Briand

CoRR, 2023

A Systematic Literature Review of Explainable AI for Software Engineering.

Ahmad Haji Mohammadkhani, Nitin Sai Bommi, Mariem Daboussi, Onkar Sabnis, Chakkrit Tantithamthavorn, Hadi Hemmati

CoRR, 2023

Privacy-Preserving and Security in SDN-Based IoT: A Survey.

Hossein Ahmadvand, Chhagan Lal, Hadi Hemmati, Mehdi Sookhak, Mauro Conti

IEEE Access, 2023

Explaining Transformer-based Code Models: What Do They Learn? When They Do Not Work?

Ahmad Haji Mohammadkhani, Chakkrit Tantithamthavorn, Hadi Hemmati

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

Position Paper: A Vision for the Dynamic Safety Assurance of ML-Enabled Autonomous Driving Systems.

Alvine Boaye Belle, Hadi Hemmati, Timothy C. Lethbridge

Proceedings of the 31st IEEE International Requirements Engineering Conference, RE 2023, 2023

Log-based Anomaly Detection of Enterprise Software: An Empirical Study.

Nadun Wijesinghe, Hadi Hemmati

Proceedings of the 23rd IEEE International Conference on Software Quality, 2023

Investigating Execution Trace Embedding for Test Case Prioritization.

Emad Jabbar, Hadi Hemmati, Robert Feldt

Proceedings of the 23rd IEEE International Conference on Software Quality, 2023

Method-Level Bug Severity Prediction using Source Code Metrics and LLMs.

Ehsan Mashhadi, Hossein Ahmadvand, Hadi Hemmati

Proceedings of the 34th IEEE International Symposium on Software Reliability Engineering, 2023

Gray-box Adversarial Attack of Deep Reinforcement Learning-based Trading Agents^*.

Foozhan Ataiefard, Hadi Hemmati

Proceedings of the International Conference on Machine Learning and Applications, 2023

2022

Deep State Inference: Toward Behavioral Model Inference of Black-Box Software Systems.

Foozhan Ataiefard, Mohammad Jafar Mashhadi, Hadi Hemmati, Neil Walkinshaw

IEEE Trans. Software Eng., 2022

A domain adaptation benchmark for T1-weighted brain magnetic resonance image segmentation.

Parisa Saat, Nikita Nogovitsyn, Muhammad Yusuf Hassan, Muhammad Athar Ganaie, Roberto Souza, Hadi Hemmati

Frontiers Neuroinformatics, 2022

MDA: Availability-Aware Federated Learning Client Selection.

Amin Eslami Abyane, Steve Drew, Hadi Hemmati

CoRR, 2022

Explainable AI for Pre-Trained Code Models: What Do They Learn? When They Do Not Work?

Ahmad Haji Mohammadkhani, Chakkrit Tantithamthavorn, Hadi Hemmati

CoRR, 2022

Improving the Performance of DNN-based Software Services using Automated Layer Caching.

Mohammadamin Abedi, Yanni Iouannou, Pooyan Jamshidi, Hadi Hemmati

CoRR, 2022

Test2Vec: An Execution Trace Embedding for Test Case Prioritization.

Emad Jabbar, Soheila Zangeneh, Hadi Hemmati, Robert Feldt

CoRR, 2022

An Empirical Study on Bug Severity Estimation Using Source Code Metrics and Static Analysis.

Ehsan Mashhadi, Shaiful Chowdhury, Somayeh Modaberi, Hadi Hemmati, Gias Uddin

CoRR, 2022

Towards Understanding Quality Challenges of the Federated Learning: A First Look from the Lens of Robustness.

Amin Eslami Abyane, Derui Zhu, Roberto Medeiros de Souza, Lei Ma, Hadi Hemmati

CoRR, 2022

Message from the Doctoral Symposium Chairs.

Zheng Zheng, Hadi Hemmati

Proceedings of the IEEE International Symposium on Software Reliability Engineering Workshops, 2022

2021

GloBug: Using global data in Fault Localization.

Nima Miryeganeh, Sepehr Hashtroudi, Hadi Hemmati

J. Syst. Softw., 2021

A pragmatic approach for hyper-parameter tuning in search-based test case generation.

Shayan Zamani, Hadi Hemmati

Empir. Softw. Eng., 2021

Behavioral Model Inference of Black-box Software using Deep Neural Networks.

Mohammad Jafar Mashhadi, Foozhan Ataiefard, Hadi Hemmati, Neil Walkinshaw

CoRR, 2021

Robustness Analysis of Deep Learning Frameworks on Mobile Platforms.

Amin Eslami Abyane, Hadi Hemmati

Proceedings of the Testing Software and Systems, 2021

Applying CodeBERT for Automated Program Repair of Java Simple Bugs.

Ehsan Mashhadi, Hadi Hemmati

Proceedings of the 18th IEEE/ACM International Conference on Mining Software Repositories, 2021

A Search-Based Testing Framework for Deep Neural Networks of Source Code Embedding.

Maryam Vahdat Pour, Zhuo Li, Lei Ma, Hadi Hemmati

Proceedings of the 14th IEEE Conference on Software Testing, Verification and Validation, 2021

2020

Hybrid Deep Neural Networks to Infer State Models of Black-Box Systems.

Mohammad Jafar Mashhadi, Hadi Hemmati

Proceedings of the 35th IEEE/ACM International Conference on Automated Software Engineering, 2020

A Cost-Effective Approach for Hyper-Parameter Tuning in Search-based Test Case Generation.

Shayan Zamani, Hadi Hemmati

Proceedings of the IEEE International Conference on Software Maintenance and Evolution, 2020

2019

Interactive semi-automated specification mining for debugging: An experience report.

Mohammad Jafar Mashhadi, Taha R. Siddiqui, Hadi Hemmati, Howard W. Loewen

Inf. Softw. Technol., 2019

Chapter Four - Advances in Techniques for Test Prioritization.

Hadi Hemmati

Adv. Comput., 2019

Revisiting Hyper-Parameter Tuning for Search-Based Test Data Generation.

Shayan Zamani, Hadi Hemmati

Proceedings of the Search-Based Software Engineering - 11th International Symposium, 2019

An IR-based approach towards automated integration of geo-spatial datasets in map-based software systems.

Nima Miryeganeh, Mehdi Amoui, Hadi Hemmati

Proceedings of the ACM Joint Meeting on European Software Engineering Conference and Symposium on the Foundations of Software Engineering, 2019

An empirical study on practicality of specification mining algorithms on a real-world application.

Mohammad Jafar Mashhadi, Hadi Hemmati

Proceedings of the 27th International Conference on Program Comprehension, 2019

2018

Search-based detection of deviation failures in the migration of legacy spreadsheet applications.

Mohammad Moein Almasi, Hadi Hemmati, Gordon Fraser, Phil McMinn, Janis Benefelds

Proceedings of the 27th ACM SIGSOFT International Symposium on Software Testing and Analysis, 2018

Investigating NLP-Based Approaches for Predicting Manual Test Case Failure.

Hadi Hemmati, Fatemeh Sharifi

Proceedings of the 11th IEEE International Conference on Software Testing, 2018

Evaluating specification-level MC/DC criterion in model-based testing of safety critical systems.

Syed S. Arefin, Hadi Hemmati, Howard W. Loewen

Proceedings of the 40th International Conference on Software Engineering: Software Engineering in Practice, 2018

2017

An Empirical Study on the Effect of Testing on Code Quality Using Topic Models: A Case Study on Software Development Systems.

Tse-Hsun Chen, Stephen W. Thomas, Hadi Hemmati, Meiyappan Nagappan, Ahmed E. Hassan

IEEE Trans. Reliab., 2017

Prioritizing manual test cases in rapid release environments.

Hadi Hemmati, Zhihan Fang, Mika V. Mäntylä, Bram Adams

Softw. Test. Verification Reliab., 2017

Analytics-based safety monitoring and verification.

Hadi Hemmati, Syed S. Arefin, Taha R. Siddiqui

Proceedings of the 2017 IEEE International Conference on Systems, Man, and Cybernetics, 2017

Studying Test Case Failure Prediction for Test Case Prioritization.

Tanzeem Bin Noor, Hadi Hemmati

Proceedings of the 13th International Conference on Predictive Models and Data Analytics in Software Engineering, 2017

An Empirical Study of Search-Based Task Scheduling in Global Software Development.

Josiane Kroll, Shai Fridboim, Hadi Hemmati

Proceedings of the 39th IEEE/ACM International Conference on Software Engineering: Software Engineering in Practice Track, 2017

An Industrial Evaluation of Unit Test Generation: Finding Real Faults in a Financial Application.

Mohammad Moein Almasi, Hadi Hemmati, Gordon Fraser, Andrea Arcuri, Janis Benefelds

Proceedings of the 39th IEEE/ACM International Conference on Software Engineering: Software Engineering in Practice Track, 2017

2016

The Risk-Utility Tradeoff for Data Privacy Models.

Mohammad Moein Almasi, Taha R. Siddiqui, Noman Mohammed, Hadi Hemmati

Proceedings of the 8th IFIP International Conference on New Technologies, 2016

2015

Investigating the effect of "defect co-fix" on quality assurance resource allocation: A search-based approach.

Hadi Hemmati, Meiyappan Nagappan, Ahmed E. Hassan

J. Syst. Softw., 2015

Test case analytics: Mining test case traces to improve risk-driven testing.

Tanzeem Bin Noor, Hadi Hemmati

Proceedings of the 1st IEEE International Workshop on Software Analytics, 2015

How Effective Are Code Coverage Criteria?

Hadi Hemmati

Proceedings of the 2015 IEEE International Conference on Software Quality, 2015

A similarity-based approach for test case prioritization using historical failure data.

Tanzeem Bin Noor, Hadi Hemmati

Proceedings of the 26th IEEE International Symposium on Software Reliability Engineering, 2015

Exploring Test Suite Diversification and Code Coverage in Multi-Objective Test Case Selection.

Debajyoti Mondal, Hadi Hemmati, Stephane Durocher

Proceedings of the 8th IEEE International Conference on Software Testing, 2015

Prioritizing Manual Test Cases in Traditional and Rapid Release Environments.

Hadi Hemmati, Zhihan Fang, Mika V. Mäntylä

Proceedings of the 8th IEEE International Conference on Software Testing, 2015

2014

Static test case prioritization using topic models.

Stephen W. Thomas, Hadi Hemmati, Ahmed E. Hassan, Dorothea Blostein

Empir. Softw. Eng., 2014

ChronoTwigger: A Visual Analytics Tool for Understanding Source and Test Co-evolution.

Barrett Ens, Daniel J. Rea, Roiy Shpaner, Hadi Hemmati, James Everett Young, Pourang Irani

Proceedings of the Second IEEE Working Conference on Software Visualization, 2014

Model-Based Testing of Video Conferencing Systems: Challenges, Lessons Learnt, and Results.

Shaukat Ali, Hadi Hemmati

Proceedings of the Seventh IEEE International Conference on Software Testing, 2014

2013

Achieving scalable model-based testing through test case diversity.

Hadi Hemmati, Andrea Arcuri, Lionel C. Briand

ACM Trans. Softw. Eng. Methodol., 2013

Using fault history to improve mutation reduction.

Laura Inozemtseva, Hadi Hemmati, Reid Holmes

Proceedings of the Joint Meeting of the European Software Engineering Conference and the ACM SIGSOFT Symposium on the Foundations of Software Engineering, 2013

The MSR cookbook: mining a decade of research.

Hadi Hemmati, Sarah Nadi, Olga Baysal, Oleksii Kononenko, Wei Wang, Reid Holmes, Michael W. Godfrey

Proceedings of the 10th Working Conference on Mining Software Repositories, 2013

Assisting developers of big data analytics applications when deploying on hadoop clouds.

Weiyi Shang, Zhen Ming Jiang, Hadi Hemmati, Bram Adams, Ahmed E. Hassan, Patrick Martin

Proceedings of the 35th International Conference on Software Engineering, 2013

Automatic detection of performance deviations in the load testing of large scale systems.

Haroon Malik, Hadi Hemmati, Ahmed E. Hassan

Proceedings of the 35th International Conference on Software Engineering, 2013

Storm prediction in a cloud.

Ian J. Davis, Hadi Hemmati, Richard C. Holt, Michael W. Godfrey, Douglas Neuse, Serge Mankovskii

Proceedings of the 5th International ICSE Workshop on Principles of Engineering Service-Oriented Systems, 2013

Regression-based utilization prediction algorithms: an empirical investigation.

Ian J. Davis, Hadi Hemmati, Richard C. Holt, Michael W. Godfrey, Douglas Neuse, Serge Mankovskii

Proceedings of the Center for Advanced Studies on Collaborative Research, 2013

2012

Modeling robustness behavior using aspect-oriented modeling to support robustness testing of industrial systems.

Shaukat Ali, Lionel C. Briand, Hadi Hemmati

Softw. Syst. Model., 2012

2011

Empirical Investigation of the Effects of Test Suite Properties on Similarity-Based Test Case Selection.

Hadi Hemmati, Andrea Arcuri, Lionel C. Briand

Proceedings of the Fourth IEEE International Conference on Software Testing, 2011

2010

A Systematic Review of the Application and Empirical Investigation of Search-Based Test Case Generation.

Shaukat Ali, Lionel C. Briand, Hadi Hemmati, Rajwinder Kaur Panesar-Walawege

IEEE Trans. Software Eng., 2010

An enhanced test case selection approach for model-based testing: an industrial case study.

Hadi Hemmati, Lionel C. Briand, Andrea Arcuri, Shaukat Ali

Proceedings of the 18th ACM SIGSOFT International Symposium on Foundations of Software Engineering, 2010

Reducing the Cost of Model-Based Testing through Test Case Diversity.

Hadi Hemmati, Andrea Arcuri, Lionel C. Briand

Proceedings of the Testing Software and Systems, 2010

An Industrial Investigation of Similarity Measures for Model-Based Test Case Selection.

Hadi Hemmati, Lionel C. Briand

Proceedings of the IEEE 21st International Symposium on Software Reliability Engineering, 2010

2008

Self-reconfiguration in Highly Available Pervasive Computing Systems.

Hadi Hemmati, Rasool Jalili

Proceedings of the Autonomic and Trusted Computing, 5th International Conference, 2008

2006

An Access Control Framework for Pervasive Computing Environments.

Sarah Javanmardi, Hadi Hemmati, Rasool Jalili

Proceedings of the 2006 International Conference on Pervasive Systems & Computing, 2006