Sitemap
A list of all the posts and pages found on the site. For you robots out there, there is an XML version available for digesting as well.
Pages
Posts
portfolio
publications
Performance Analysis of Video Codecs Using Transport Stream Video
Published in Advanced Science Letters, 2015
Performance analysis of video codecs using transport stream video.
Recommended citation: Mohammad H. Al Shayeji, Fahad Ebrahim, M. D. Samrajesh. (2015). "Performance Analysis of Video Codecs Using Transport Stream Video." Advanced Science Letters. 21(1), pp. 102-106.
A secure and energy-efficient platform for the integration of Wireless Sensor Networks and Mobile Cloud Computing
Published in Computer Networks, 2019
A platform for integrating Wireless Sensor Networks and Mobile Cloud Computing with security and energy efficiency.
Recommended citation: Sa'ed Abed, Mohammad Al-Shayeji, Fahad Ebrahim. (2019). "A secure and energy-efficient platform for the integration of Wireless Sensor Networks and Mobile Cloud Computing." Computer Networks. 165.
Source Code Plagiarism Detection with Pre-Trained Model Embeddings and Automated Machine Learning
Published in Proceedings of the 14th International Conference on Recent Advances in Natural Language Processing (RANLP 2023), 2023
Source code plagiarism detection using pre-trained model embeddings and AutoML.
Recommended citation: Fahad Ebrahim, Mike Joy. (2023). "Source Code Plagiarism Detection with Pre-Trained Model Embeddings and Automated Machine Learning." RANLP 2023. Varna, Bulgaria. pp. 301-309.
Few-Shot Issue Report Classification with Adapters
Published in 2024 ACM/IEEE International Workshop on NL-based Software Engineering (NLBSE 2024), 2024
Few-shot issue report classification using adapters. Winner of the Best Tool award at NLBSE 2024 (ICSE 2024 workshop).
Recommended citation: Fahad Ebrahim, Mike Joy. (2024). "Few-Shot Issue Report Classification with Adapters." NLBSE 2024. Lisbon, Portugal.
WarwickNLP at SemEval-2024 Task 1: Low-Rank Cross-Encoders for Efficient Semantic Textual Relatedness
Published in Proceedings of the 18th International Workshop on Semantic Evaluation (SemEval-2024), 2024
Low-rank cross-encoders for efficient semantic textual relatedness at SemEval-2024.
Recommended citation: Fahad Ebrahim, Mike Joy. (2024). "WarwickNLP at SemEval-2024 Task 1: Low-Rank Cross-Encoders for Efficient Semantic Textual Relatedness." SemEval-2024. Mexico City, Mexico.
Semantic Similarity Search for Source Code Plagiarism Detection: An Exploratory Study
Published in Proceedings of the 2024 Innovation and Technology in Computer Science Education V.1 (ITiCSE 2024), 2024
An exploratory study on using semantic similarity search for source code plagiarism detection.
Recommended citation: Fahad Ebrahim, Mike Joy. (2024). "Semantic Similarity Search for Source Code Plagiarism Detection: An Exploratory Study." ITiCSE 2024. Milan, Italy.
Can Code Evaluation Metrics Detect Code Plagiarism?
Accepted for publication at 4th International Workshop on Evaluation and Assessment in Software Engineering Education and Training (LEARNER 2026), co-located with EASE 2026, 2026
A study of whether code evaluation metrics can detect code plagiarism.
Recommended citation: Fahad Ebrahim, Mike Joy. (2026). "Can Code Evaluation Metrics Detect Code Plagiarism?" LEARNER 2026, co-located with EASE 2026. Accepted for publication. arXiv:2604.25778.
Download Paper
An Empirical Study of Fine-Tuning Pre-Trained Code Models and Adapters for the Classification of Source Code Plagiarism Instances
Published in Applied Sciences, 16(14), 7156, 2026
An empirical evaluation of full and parameter-efficient fine-tuning for source code plagiarism classification.
Recommended citation: Fahad Ebrahim, Mike Joy. (2026). "An Empirical Study of Fine-Tuning Pre-Trained Code Models and Adapters for the Classification of Source Code Plagiarism Instances." Applied Sciences, 16(14), 7156. https://doi.org/10.3390/app16147156.
Download Paper
MVPlag: A Multi-View Source Code Plagiarism Detection Framework
Accepted for publication at 25th UK Workshop on Computational Intelligence (UKCI 2026), 2026
A multi-view framework combining semantic, lexical, structural, and edit-distance evidence for source code plagiarism detection.
Recommended citation: Fahad Ebrahim, Mike Joy. (2026). "MVPlag: A Multi-View Source Code Plagiarism Detection Framework." 25th UK Workshop on Computational Intelligence (UKCI 2026). Accepted for publication.
talks
teaching
CS917 - Foundations of Computing
Postgraduate course, University of Warwick, Department of Computer Science, 2023
Senior Graduate Teaching Assistant for CS917 (Foundations of Computing) at the University of Warwick. Role: lab instructor and grading.
MA117 - Programming for Scientists
Undergraduate course, University of Warwick, Department of Mathematics, 2023
Senior Graduate Teaching Assistant for MA117 (Programming for Scientists) at the University of Warwick. Role: lab instructor.