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Majid Babaei

Academic title(s): 

Assistant Professor

  • Associate Member of the Electrical and Computer Engineering (ECE) Department
  • Member of the Association for Computing Machinery (ACM)
Majid Babaei
Contact Information
Address: 

韩国裸舞,
680 Sherbrooke St W 13th Floor, RM#1323
Montr茅al, QC, Canada H3A 2M7

Meeting: (by appointment)听

Email address: 
majid.babaei [at] mcgill.ca
Unit: 
Technology & Innovation
Group: 
SCS Faculty
Office hours: 

Please use the to reserve your slot.

Degree(s): 
  • Ph.D. in 听with a focus on Software Engineering听from , Canada
  • M.Sc. in from , Germaney
  • B.Eng. in from , Iran
Biography: 

Dr. Majid Babaei is an Assistant Professor in the School of Continuing Studies (SCS) at 韩国裸舞, with an associate appointment in the Department of Electrical and Computer Engineering (ECE). He earned his Ph.D. in Computing from the at Queen's University. Dr. Babaei's research interests are at the intersection of Artificial Intelligence, Software Engineering, and Cybersecurity. His scholarly work has been recognized through publications in top-tier venues like ICSE, ICPE, and MODELS. He actively engages with the academic community by serving as a reviewer for prestigious funding agencies such as and .

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The comprehensive can be accessed.

Areas of expertise: 
  • Software Engineering
    • Model Driven Engineering (MDE)
    • Mining Software Repositories (MSR)
  • Artificial Intelligence (AI) and Machine Learning (ML)
    • AI for Software Engineering
    • Software Engineering for AI
    • Explainability and Observability in AI
  • Cybersecurity
    • Post-Quantum Cryptography
    • Information security and听privacy
Teaching areas: 
  • CCCS-610:听Digital Thinking for Data Analysis
  • CCCS-300:听Programming Techniques 1
  • CCCS-301: Programming Techniques 2
  • CCCS-330: Database Design and Business Applications Development
  • CCCS-690:听Applied Computational Research
Selected publications: 
  1. G. Khodabandeh, A. Ezaz, M. Babaei, and N. Ezzati-Jivan, "Utilizing Graph Neural Networks for Effective Link Prediction in Microservice Architectures", appear to Proceeding of the 16th听International Conference on Performance Engineering (ICPE), 2024.
  2. P. Chakraborty, M. Babaei, L. Tahmooresnejad, and N. Ezzati-Jivan, 鈥淢emAdapt: Adaptive Memory Usage Monitoring Using Irregularly Sampled Data鈥�, appear to Proceedings of 34th Annual International Conference on Computer Science and Software Engineering, 2024.
  3. M. Babaei. 2024. Communication Semantics for IoT-aware Business Process Management Systems. In Proceedings of the ACM/IEEE 6th International Workshop on Software Engineering Research & Practices for the Internet of Things (SERP4IoT '24). Association for Computing Machinery, New York, NY, USA, 30鈥�37, 2024 doi:听
  4. M. Babaei, J.听Dingel,听"Efficient regression testing of distributed real-time reactive systems in the context of model-driven development".听Softw Syst Model听22, 1565鈥�1587 , 2023, doi:听听
  5. M. Babaei and M. Ben-Attia, "ra4xstate: An Efficient Quantitative Robustness Analysis Approach for Statecharts",听2023 IEEE/ACM 5th International Workshop on Software Engineering Research and Practices for the IoT (SERP4IoT), Melbourne, Australia, 2023, pp. 46-53, doi:
  6. M. Babaei and J. Dingel, "Efficient Replay-based Regression Testing for Distributed Reactive Systems in the Context of Model-driven Development", 2021 ACM/IEEE 24th International Conference on Model Driven Engineering Languages and Systems (MODELS), Fukuoka, Japan, 2021, pp. 89-100, doi:
  7. M. Babaei and J. Dingel, "MRegTest: A Replay-Based Regression Testing Tool for Distributed UML-RT Models", 2021 ACM/IEEE International Conference on Model Driven Engineering Languages and Systems Companion (MODELS-C), Fukuoka, Japan, 2021, pp. 620-624, doi:
  8. 听M. Babaei, M. Bagherzadeh, and J. Dingel, "Efficient reordering and replay of execution traces of distributed reactive systems in the context of model-driven development". In Proceedings of the 23rd ACM/IEEE International Conference on Model Driven Engineering Languages and Systems (MODELS '20). Association for Computing Machinery, New York, NY, USA, 285鈥�296. doi:
  9. M. Babaei, M.听Bagherzadeh, and J.听Dingel, "MReplayer: a trace replayer of distributed UML-RT models". In Proceedings of the 23rd ACM/IEEE International Conference on Model Driven Engineering Languages and Systems: Companion Proceedings (MODELS '20). Association for Computing Machinery, New York, NY, USA, Article 6, 1鈥�5. doi:
  10. M. Babaei, K. Jahed and J. Dingel, "Solving the RoboSoccer Challenge Problem with UML-RT and Papyrus-RT," 2019 ACM/IEEE 22nd International Conference on Model Driven Engineering Languages and Systems Companion (MODELS-C), Munich, Germany, 2019, pp. 221-227, doi:
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