An Access Control Framework for Pervasive Computing Environments. - Sarah Javanmardi; Hadi Hemmati; Rasool Jalili (PSC, 2006)

Self-reconfiguration in Highly Available Pervasive Computing Systems. - Hadi Hemmati; Rasool Jalili (ATC, 2008)

An Industrial Investigation of Similarity Measures for Model-Based Test Case Selection. - Hadi Hemmati; Lionel C. Briand (ISSRE, 2010)

Reducing the Cost of Model-Based Testing through Test Case Diversity. - Hadi Hemmati; Andrea Arcuri; Lionel C. Briand (ICTSS, 2010)

An enhanced test case selection approach for model-based testing: an industrial case study. - Hadi Hemmati; Lionel C. Briand; Andrea Arcuri; Shaukat Ali 001 (SIGSOFT FSE, 2010)

A Systematic Review of the Application and Empirical Investigation of Search-Based Test Case Generation. - Shaukat Ali 001; Lionel C. Briand; Hadi Hemmati; Rajwinder Kaur Panesar-Walawege (IEEE Trans. Software Eng., 2010)

Empirical Investigation of the Effects of Test Suite Properties on Similarity-Based Test Case Selection. - Hadi Hemmati; Andrea Arcuri; Lionel C. Briand (ICST, 2011)

Modeling robustness behavior using aspect-oriented modeling to support robustness testing of industrial systems. - Shaukat Ali 001; Lionel C. Briand; Hadi Hemmati (Softw. Syst. Model., 2012)

Regression-based utilization prediction algorithms: an empirical investigation. - Ian J. Davis; Hadi Hemmati; Richard C. Holt; Michael W. Godfrey; Douglas Neuse; Serge Mankovskii (CASCON, 2013)

Storm prediction in a cloud. - Ian J. Davis; Hadi Hemmati; Richard C. Holt; Michael W. Godfrey; Douglas Neuse; Serge Mankovskii (PESOS@ICSE, 2013)

Automatic detection of performance deviations in the load testing of large scale systems. - Haroon Malik; Hadi Hemmati; Ahmed E. Hassan (ICSE, 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 001 (ICSE, 2013)

The MSR cookbook: mining a decade of research. - Hadi Hemmati; Sarah Nadi; Olga Baysal; Oleksii Kononenko; Wei Wang 001; Reid Holmes; Michael W. Godfrey (MSR, 2013)

Using fault history to improve mutation reduction. - Laura Inozemtseva; Hadi Hemmati; Reid Holmes (ESEC/SIGSOFT FSE, 2013)

Achieving scalable model-based testing through test case diversity. - Hadi Hemmati; Andrea Arcuri; Lionel C. Briand (ACM Trans. Softw. Eng. Methodol., 2013)

Model-Based Testing of Video Conferencing Systems: Challenges, Lessons Learnt, and Results. - Shaukat Ali 001; Hadi Hemmati (ICST, 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 (VISSOFT, 2014)

Static test case prioritization using topic models. - Stephen W. Thomas; Hadi Hemmati; Ahmed E. Hassan; Dorothea Blostein (Empir. Softw. Eng., 2014)

Prioritizing Manual Test Cases in Traditional and Rapid Release Environments. - Hadi Hemmati; Zhihan Fang; Mika V. Mäntylä (ICST, 2015)

Exploring Test Suite Diversification and Code Coverage in Multi-Objective Test Case Selection. - Debajyoti Mondal; Hadi Hemmati; Stephane Durocher (ICST, 2015)

A similarity-based approach for test case prioritization using historical failure data. - Tanzeem Bin Noor; Hadi Hemmati (ISSRE, 2015)

How Effective Are Code Coverage Criteria? - Hadi Hemmati (QRS, 2015)

Test case analytics: Mining test case traces to improve risk-driven testing. - Tanzeem Bin Noor; Hadi Hemmati (SWAN@SANER, 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)

The Risk-Utility Tradeoff for Data Privacy Models. - Mohammad Moein Almasi; Taha R. Siddiqui; Noman Mohammed; Hadi Hemmati (NTMS, 2016)

An Industrial Evaluation of Unit Test Generation: Finding Real Faults in a Financial Application. - Mohammad Moein Almasi; Hadi Hemmati; Gordon Fraser 001; Andrea Arcuri; Janis Benefelds (ICSE-SEIP, 2017)

An Empirical Study of Search-Based Task Scheduling in Global Software Development. - Josiane Kroll; Shai Fridboim; Hadi Hemmati (ICSE-SEIP, 2017)

Studying Test Case Failure Prediction for Test Case Prioritization. - Tanzeem Bin Noor; Hadi Hemmati (PROMISE, 2017)

Analytics-based safety monitoring and verification. - Hadi Hemmati; Syed S. Arefin; Taha R. Siddiqui (SMC, 2017)

Prioritizing manual test cases in rapid release environments. - Hadi Hemmati; Zhihan Fang; Mika V. Mäntylä; Bram Adams (Softw. Test. Verification Reliab., 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)

Evaluating specification-level MC/DC criterion in model-based testing of safety critical systems. - Syed S. Arefin; Hadi Hemmati; Howard W. Loewen (ICSE (SEIP), 2018)

Investigating NLP-Based Approaches for Predicting Manual Test Case Failure. - Hadi Hemmati; Fatemeh Sharifi (ICST, 2018)

Search-based detection of deviation failures in the migration of legacy spreadsheet applications. - Mohammad Moein Almasi; Hadi Hemmati; Gordon Fraser 001; Phil McMinn; Janis Benefelds (ISSTA, 2018)

An empirical study on practicality of specification mining algorithms on a real-world application. - Mohammad Jafar Mashhadi; Hadi Hemmati (ICPC, 2019)

An IR-based approach towards automated integration of geo-spatial datasets in map-based software systems. - Nima Miryeganeh; Mehdi Amoui; Hadi Hemmati (ESEC/SIGSOFT FSE, 2019)

Revisiting Hyper-Parameter Tuning for Search-Based Test Data Generation. - Shayan Zamani; Hadi Hemmati (SSBSE, 2019)

Chapter Four - Advances in Techniques for Test Prioritization. - Hadi Hemmati (Adv. Comput., 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)

A Cost-Effective Approach for Hyper-Parameter Tuning in Search-based Test Case Generation. - Shayan Zamani; Hadi Hemmati (ICSME, 2020)

Hybrid Deep Neural Networks to Infer State Models of Black-Box Systems. - Mohammad Jafar Mashhadi; Hadi Hemmati (ASE, 2020)

A Search-Based Testing Framework for Deep Neural Networks of Source Code Embedding. - Maryam Vahdat Pour; Zhuo Li; Lei Ma 003; Hadi Hemmati (ICST, 2021)

Applying CodeBERT for Automated Program Repair of Java Simple Bugs. - Ehsan Mashhadi; Hadi Hemmati (MSR, 2021)

Robustness Analysis of Deep Learning Frameworks on Mobile Platforms. - Amin Eslami Abyane; Hadi Hemmati (ICTSS, 2021)

Behavioral Model Inference of Black-box Software using Deep Neural Networks. - Mohammad Jafar Mashhadi; Foozhan Ataiefard; Hadi Hemmati; Neil Walkinshaw (CoRR, 2021)

A pragmatic approach for hyper-parameter tuning in search-based test case generation. - Shayan Zamani; Hadi Hemmati (Empir. Softw. Eng., 2021)

GloBug: Using global data in Fault Localization. - Nima Miryeganeh; Sepehr Hashtroudi; Hadi Hemmati (J. Syst. Softw., 2021)

Message from the Doctoral Symposium Chairs. - Zheng Zheng; Hadi Hemmati (ISSRE Workshops, 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 003; Hadi Hemmati (CoRR, 2022)

Test2Vec: An Execution Trace Embedding for Test Case Prioritization. - Emad Jabbar; Soheila Zangeneh; Hadi Hemmati; Robert Feldt (CoRR, 2022)

Improving the Performance of DNN-based Software Services using Automated Layer Caching. - Mohammadamin Abedi; Yanni Iouannou; Pooyan Jamshidi; 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)

MDA: Availability-Aware Federated Learning Client Selection. - Amin Eslami Abyane; Steve Drew; Hadi Hemmati (CoRR, 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 001; Hadi Hemmati (Frontiers Neuroinformatics, 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)

Gray-box Adversarial Attack of Deep Reinforcement Learning-based Trading Agents*. - Foozhan Ataiefard; Hadi Hemmati (ICMLA, 2023)

Method-Level Bug Severity Prediction using Source Code Metrics and LLMs. - Ehsan Mashhadi; Hossein Ahmadvand; Hadi Hemmati (ISSRE, 2023)

Investigating Execution Trace Embedding for Test Case Prioritization. - Emad Jabbar; Hadi Hemmati; Robert Feldt (QRS, 2023)

Log-based Anomaly Detection of Enterprise Software: An Empirical Study. - Nadun Wijesinghe; Hadi Hemmati (QRS, 2023)

Position Paper: A Vision for the Dynamic Safety Assurance of ML-Enabled Autonomous Driving Systems. - Alvine Boaye Belle; Hadi Hemmati; Timothy C. Lethbridge (REW, 2023)

Explaining Transformer-based Code Models: What Do They Learn? When They Do Not Work? - Ahmad Haji Mohammadkhani; Chakkrit Tantithamthavorn; Hadi Hemmati (SCAM, 2023)

Privacy-Preserving and Security in SDN-Based IoT: A Survey. - Hossein Ahmadvand; Chhagan Lal; Hadi Hemmati; Mehdi Sookhak; Mauro Conti (IEEE Access, 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)

Black-Box Prediction of Flaky Test Fix Categories Using Language Models. - Sakina Fatima; Hadi Hemmati; Lionel C. Briand (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 001; Hadi Hemmati; Song Wang 009; Zhen Ming Jiang (CoRR, 2023)

Automated Test Case Generation Using Code Models and Domain Adaptation. - Sepehr Hashtroudi; Jiho Shin; Hadi Hemmati; Song Wang 009 (CoRR, 2023)

Gray-box Adversarial Attack of Deep Reinforcement Learning-based Trading Agents. - Foozhan Ataiefard; Hadi Hemmati (CoRR, 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 009; Hadi Hemmati (CoRR, 2023)

Expert Perspectives on Explainability. - Jürgen Cito; Satish Chandra 001; Chakkrit Tantithamthavorn; Hadi Hemmati (IEEE Softw., 2023)

Explainable AI for SE: Challenges and Future Directions. - Chakkrit Tantithamthavorn; Jürgen Cito; Hadi Hemmati; Satish Chandra 001 (IEEE Softw., 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 001; Lei Ma 003; Hadi Hemmati (Empir. Softw. Eng., 2023)

Fairness Analysis of Machine Learning-Based Code Reviewer Recommendation. - Mohammad Mahdi Mohajer; Alvine Boaye Belle; Nima Shiri Harzevili; Junjie Wang 001; Hadi Hemmati; Song Wang 009; Zhen Ming (Jack) Jiang (BIAS, 2024)

Domain Adaptation for Code Model-Based Unit Test Case Generation. - Jiho Shin; Sepehr Hashtroudi; Hadi Hemmati; Song Wang 009 (ISSTA, 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 (MSR, 2024)

Using GPT-4 Turbo to Automatically Identify Defeaters in Assurance Cases. - Kimya Khakzad Shahandashti; Alvine Boaye Belle; Mohammad Mahdi Mohajer; Oluwafemi Odu; Timothy C. Lethbridge; Hadi Hemmati; Song Wang 009 (RE Workshops, 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 009; Opeyemi O. Adesina (CoRR, 2024)

EPiC: Cost-effective Search-based Prompt Engineering of LLMs for Code Generation. - Hamed Taherkhani; Melika Sepindband; Hung Viet Pham; Song Wang 009; Hadi Hemmati (CoRR, 2024)

Program Slicing in the Era of Large Language Models. - Kimya Khakzad Shahandashti; Mohammad Mahdi Mohajer; Alvine Boaye Belle; Song Wang 009; Hadi Hemmati (CoRR, 2024)

Retrieval-Augmented Test Generation: How Far Are We? - Jiho Shin; Reem Aleithan; Hadi Hemmati; Song Wang 009 (CoRR, 2024)

VALTEST: Automated Validation of Language Model Generated Test Cases. - Hamed Taherkhani; Hadi Hemmati (CoRR, 2024)

An empirical study on bug severity estimation using source code metrics and static analysis. - Ehsan Mashhadi; Shaiful Chowdhury; Somayeh Modaberi; Hadi Hemmati; Gias Uddin 001 (J. Syst. Softw., 2024)

SelfXit: An Unsupervised Early Exit Mechanism for Deep Neural Networks. - Hossein KhademSohi; Mohammadamin Abedi; Yani Ioannou; Steve Drew; Pooyan Jamshidi; Hadi Hemmati (Trans. Mach. Learn. Res., 2024)

Improving Automated Program Repair with Domain Adaptation. - Armin Zirak; Hadi Hemmati (ACM Trans. Softw. Eng. Methodol., 2024)

Method-level Bug Prediction: Problems and Promises. - Shaiful Alam Chowdhury; Gias Uddin 001; Hadi Hemmati; Reid Holmes (ACM Trans. Softw. Eng. Methodol., 2024)

Assessing Evaluation Metrics for Neural Test Oracle Generation. - Jiho Shin; Hadi Hemmati; Moshi Wei; Song Wang 009 (IEEE Trans. Software Eng., 2024)

FlakyFix: Using Large Language Models for Predicting Flaky Test Fix Categories and Test Code Repair. - Sakina Fatima; Hadi Hemmati; Lionel C. Briand (IEEE Trans. Software Eng., 2024)

Enhancing LLM-Based Code Generation with Complexity Metrics: A Feedback-Driven Approach. - Melika Sepidband; Hamed Taherkhani; Song Wang 009; Hadi Hemmati (COMPSAC, 2025)

Prompt Engineering or Fine-Tuning: An Empirical Assessment of LLMs for Code. - Jiho Shin; Clark Tang; Tahmineh Mohati; Maleknaz Nayebi; Song Wang 009; Hadi Hemmati (MSR, 2025)

Automatic instantiation of assurance cases from patterns using large language models. - Oluwafemi Odu; Alvine B. Belle; Song Wang 009; Segla Kpodjedo; Timothy C. Lethbridge; Hadi Hemmati (J. Syst. Softw., 2025)

A systematic mapping study of crowd knowledge enhanced software engineering research using Stack Overflow. - Minaoar Hossain Tanzil; Shaiful Chowdhury; Somayeh Modaberi; Gias Uddin 001; Hadi Hemmati (J. Syst. Softw., 2025)

Deep-Bench: Deep Learning Benchmark Dataset for Code Generation. - Alireza DaghighFarsoodeh; Chung-Yu Wang; Hamed Taherkhani; Melika Sepidband; Mohammad Abdollahi; Hadi Hemmati; Hung Viet Pham (CoRR, 2025)