Publications

Selected Publications

Privacy-Preserving Hierarchical Fog Federated Learning (PP-HFFL) for IoT Intrusion Detection [ 🔗 link | 📄 pdf ]
Md. Morshedul Islam, Wali Mohammad Abdullah, Baidya Saha
Sensors, 2025, 25(23), 7296

RAILS: Retrieval-Augmented Intelligence for Learning Software Development [ 🔗 link | 📄 pdf ]
Wali Mohammad Abdullah, Md. Morshedul Islam, Devraj Parmar, Happy Hasmukhbhai Patel, Sindhuja Prabhakaran, Baidya Saha
In 2025 IEEE High Performance Extreme Computing Conference (HPEC), pp. 1–6, 2025

P4OMP: Retrieval-Augmented Prompting for OpenMP Parallelism in Serial Code [ 🔗 link | 📄 pdf ]
Wali Mohammad Abdullah, Azmain Kabir
In 2025 IEEE High Performance Extreme Computing Conference (HPEC), pp. 1–6, 2025

CRAMP: Categorizing Classifiers and Regressors for Scalable Parallelism on Distributed and Multicore Systems [ 🔗 link ]
Baidya Nath Saha, Pavan Sarvaiya, Wali Mohammad Abdullah, Md. Morshedul Islam
In 2025 IEEE High Performance Extreme Computing Conference (HPEC), pp. 1–6, 2025

Rethinking Software Engineering in the Era of Foundation Models [ 🔗 link | 📄 pdf ]
Ahmed E. Hassan, Dayi Lin, Gopi Krishnan Rajbahadur, K Gallaba, Filipe Cogo, Boyuan Chen, Haoxiang Zhang, Kishanthan Thangarajah, Gustavo Oliva, Jiahuei (Justina) Lin, Wali Mohammad Abdullah, Zhen Ming (Jack) Jiang
In Companion Proceedings of the International Conference on the Foundations of Software Engineering (FSE), pp. 294–305, 2024

Efficient Calculation of Triangle Centrality in Big Data Networks [ 🔗 link | 📄 pdf ]
Wali Mohammad Abdullah, David Awosoga, and Shahadat Hossain
In 2022 IEEE High Performance Extreme Computing Conference (HPEC), Waltham, MA, USA, pp. 1–7, 2022

A Sparse Matrix Approach for Covering Large Complex Networks by Cliques [ 🔗 link | 📄 pdf ]
Wali Mohammad Abdullah, and Shahadat Hossain
In International Conference on Computational Science (ICCS), pp. 505-517, Cham: Springer International Publishing, 2022.

Intersection Representation of Big Data Networks and Triangle Enumeration [ 🔗 link | 📄 pdf ]
Wali Mohammad Abdullah, David Awosoga, and Shahadat Hossain
In International Conference on Computational Science (ICCS), pp. 413-424, Cham: Springer International Publishing, 2022.

Intersection Representation of Big Data Networks and Triangle Counting [ 🔗 link | 📄 pdf ]
Wali Mohammad Abdullah, David Awosoga, and Shahadat Hossain
In 2021 IEEE International Conference on Big Data (Big Data), IEEE Computer Society, pp. 5836-5838, 2021.

Covering Large Complex Networks by Cliques—A Sparse Matrix Approach [ 🔗 link | 📄 pdf ]
Wali Mohammad Abdullah, Shahadat Hossain, and Muhammad Ali Khan
Recent Developments in Mathematical, Statistical and Computational Sciences. AMMCS 2019. Springer Proceedings in Mathematics & Statistics, vol. 343, Springer, Cham, 2021