Hadi Hemmati

Hadi Hemmati

University of Calgary

H-index: 25

North America-Canada

About Hadi Hemmati

Hadi Hemmati, With an exceptional h-index of 25 and a recent h-index of 21 (since 2020), a distinguished researcher at University of Calgary, specializes in the field of Software Testing, Automated Software Engineering, Robust and Explainable AI.

His recent articles reflect a diverse array of research interests and contributions to the field:

Improving automated program repair with domain adaptation

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

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

Automated test case generation using code models and domain adaptation

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

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

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

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

Hadi Hemmati Information

University

Position

Associate Professor

Citations(all)

3102

Citations(since 2020)

1597

Cited By

2059

hIndex(all)

25

hIndex(since 2020)

21

i10Index(all)

36

i10Index(since 2020)

28

Email

University Profile Page

University of Calgary

Google Scholar

View Google Scholar Profile

Hadi Hemmati Skills & Research Interests

Software Testing

Automated Software Engineering

Robust and Explainable AI

Top articles of Hadi Hemmati

Title

Journal

Author(s)

Publication Date

Improving automated program repair with domain adaptation

ACM Transactions on Software Engineering and Methodology

Armin Zirak

Hadi Hemmati

2023/11/21

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

arXiv preprint arXiv:2402.11702

Kailun Jin

Chung-Yu Wang

Hung Viet Pham

Hadi Hemmati

2024/2/18

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

arXiv preprint arXiv:2401.16633

Mithila Sivakumar

Alvine B Belle

Kimya Khakzad Shahandashti

Oluwafemi Odu

Hadi Hemmati

...

2024/1/30

Automated test case generation using code models and domain adaptation

arXiv preprint arXiv:2308.08033

Sepehr Hashtroudi

Jiho Shin

Hadi Hemmati

Song Wang

2023/8/15

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

Nadun Wijesinghe

Hadi Hemmati

2023/10/22

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

Empirical Software Engineering

Amin Eslami Abyane

Derui Zhu

Roberto Souza

Lei Ma

Hadi Hemmati

2023/3

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

arXiv preprint arXiv:2307.11298

Mohammad Mahdi Mohajer

Alvine Boaye Belle

Junjie Wang

Hadi Hemmati

Song Wang

...

2023/7/21

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

...

2023/10/16

A systematic literature review of explainable AI for software engineering

Ahmad Haji Mohammadkhani

Nitin Sai Bommi

Mariem Daboussi

Onkar Sabnis

Chakkrit Tantithamthavorn

...

2023/2/13

Black-box prediction of flaky test fix categories using language models

arXiv preprint arXiv:2307.00012

Sakina Fatima

Hadi Hemmati

Lionel Briand

2023/6/21

Assessing Evaluation Metrics for Neural Test Oracle Generation

https://arxiv.org/abs/2310.07856

Jiho Shin

Hadi Hemmati

Moshi Wei

Song Wang

2023/10/13

Method-Level Bug Prediction: Problems and Promises

ACM Transactions on Software Engineering and Methodology

Shaiful Chowdhury

Gias Uddin

Hadi Hemmati

Reid Holmes

2023

Expert perspectives on explainability

IEEE Software

Jurgen Cito

Satish Chandra

Chakkrit Tantithamthavorn

Hadi Hemmati

2023/5/1

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

Ehsan Mashhadi

Hossein Ahmadvand

Hadi Hemmati

2023/10/9

Explainable ai for se: Challenges and future directions

IEEE Software

Chakkrit Tantithamthavorn

Jürgen Cito

Hadi Hemmati

Satish Chandra

2023/4/26

Position paper: a vision for the dynamic safety assurance of ML-enabled autonomous driving systems

Alvine Boaye Belle

Hadi Hemmati

Timothy C Lethbridge

2023/9/4

Investigating Execution Trace Embedding for Test Case Prioritization

Emad Jabbar

Hadi Hemmati

Robert Feldt

2023/10/22

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

IEEE Access

Hossein Ahmadvand

Chhagan Lal

Hadi Hemmati

Mehdi Sookhak

Mauro Conti

2023/4/17

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

Frontiers in Neuroinformatics

Parisa Saat

Nikita Nogovitsyn

Muhammad Yusuf Hassan

Muhammad Athar Ganaie

Roberto Souza

...

2022/9/23

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

arXiv preprint arXiv:2209.08625

Mohammadamin Abedi

Yanni Iouannou

Pooyan Jamshidi

Hadi Hemmati

2022/9/18

See List of Professors in Hadi Hemmati University(University of Calgary)

Co-Authors

H-index: 96
Lionel Briand

Lionel Briand

University of Ottawa

H-index: 62
Bram Adams

Bram Adams

Queen's University

H-index: 56
Gordon Fraser

Gordon Fraser

Universität Passau

H-index: 44
Mika Mäntylä

Mika Mäntylä

Oulun yliopisto

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