Research & publications

596 publications found
  1. Hyperedge Anomaly Detection with Hypergraph Neural Network

    Md. Tanvir Alam, Md Mahmudur Rahman, Md. Fahim Arefin, Chowdhury Farhan Ahmed, Zisan Mahmud, Md. Sadman Sakib and Carson Leung

    Transactions on Machine Learning Research, Journal of Machine Learning Research Inc.

    Journal article 2026 View publication
  2. CHARD: Characteristic-Aware Hierarchical Detection for Bangladesh Road Scenes

    Mahmudul Hasan, Istiaq Ahmed Fahad, Md Fahim Arefin and Md Mosaddek Khan

    IEEE Access, vol. 14, IEEE, pp. 129386 - 129408

    Journal article 2026 IF 4.2 DOI View publication
  3. LiteKD: A lightweight knowledge-distillation deep learning framework for intrusion detection in IoT networks

    Ahaj Mahhin Faiak, Sarower Jahan Rafin, Palash Roy, Md. Abdur Razzaque, Md Rafiul Hassan, Mohammad Polash and Mohammad Mehedi Hassan

    Computer Networks, vol. 286, Elsevier, pp. 112423

    Journal article 2026 IF 4.6 DOI View publication
  4. A-ProS: Towards Reliable Autonomous Programming Through Multi-Model Feedback

    Anika Tabassum, Md Sifat Hossain, Md. Fahim Arefin, Tariqul Islam and Tarannum Shaila Zaman

    ACM Transactions on Software Engineering and Methodology (TOSEM), Association for Computing Machinery

    Journal article 2026 IF 6.51 DOI View publication
  5. An Efficient Recommendation Filtering-Based Trust Model for Securing Internet of Things

    Muhammad Ibn Ziauddin, Rownak Rahad Rabbi, SM Mehrab, Fardin Faiyaz and Mosarrat Jahan

    SN Computer Science, vol. 7, no. 581, Springer Nature Link

    Journal article 2026 View publication
  6. LiteKD: A Lightweight Knowledge-Distillation Deep Learning Framework for Intrusion Detection in IoT Networks

    Ahaj Mahhin Faiak, Sarower Jahan Rafin, Palash Roy, Md. Abdur Razzaque, Md. Rafiul Hassan, Mohammad Polash and Mohammad Mehedi Hassan

    Computer Networks, Elsevier

    Journal article 2026 IF 4.6
  7. CodeStream: A dataset of iterative programming submissions with sequential verdict traces and attempt histories

    Nazira Jesmin Lina, Syed Mumtahin Mahmud, Mahmudul Hasan, Md Fahim Arefin, Redwan Ahmed Rizvee, Md Mahmudur Rahman and Md Mosaddek Khan

    Data in Brief, vol. 66, Elsevier, pp. 112843

    Journal article 2026 IF 1.4 DOI View publication
  8. STFT-GradTTS: a robust, diffusion-based speech synthesis system with iSTFT decoder for Bangla

    Mushahid Intesum, Abdullah Ibne Masud, Md. Rezaul Karim and Md. Ashraful Islam

    International Journal of Speech Technology, vol. 29, no. 20, SPringer Nature, pp. 16

    Journal article 2026 DOI View publication
  9. A Gated Transformer MADDPG Algorithm for Latency and Energy Aware Task Offloading in Digital Twinning Aerial Edge Computing

    Md. Abdullah Al Sami, Md. Ibrahim Tanvir, Palash Roy, Md. Abdur Razzaque, Md. Rafiul Hassan and Mohammad Mehedi Hassan

    Vehicular Communications, Elsevier

    Journal article 2026 IF 6.5
  10. A gated transformer MADDPG algorithm for latency and energy aware task offloading in digital twinning Aerial edge computing

    Md. Abdullah Al Sami, Ibrahim Tanvir, Palash Roy, Md. Abdur Razzaque, Md Rafiul Hassan and Mohammad Mehedi Hassan

    Vehicular Communications, vol. 58, Elsevier, pp. 101005

    Journal article 2026 DOI View publication
  11. From ML to LLM: A Comparative Analysis of Context-Aware Zero-Day Attack Detection

    Moumita Shib, Shaily Kabir, Mosarrat Jahan and Upama Kabir

    2026 International Joint Conference on Neural Networks (IJCNN), IEEE, pp. 1-7

    Conference paper 2026 View publication
  12. A Lightweight and Explainable DenseNet-121 Framework for Grape Leaf Disease Classification

    Md Ehsanul Haque, Md Saymon Hosen Polash, Rakib Hasan Ovi and Aminul Kader Bulbul

    28th International Conference on Computer and Information Technology (ICCIT) 19-21 December 2025, Cox’s Bazar, Bangladesh

    Conference paper 2026 View publication
  13. Rel-HNN: Split Parallel Hypergraph Neural Network for Learning on Relational Databases

    Md. Tanvir Alam, Md. Ahasanul Alam, Md Mahmudur Rahman and Md Mosaddek Khan

    Transactions on Machine Learning Research, Journal of Machine Learning Research

    Journal article 2025 View publication
  14. Rel-HNN: Split Parallel Hypergraph Neural Network for Learning on Relational Databases

    Md. Tanvir Alam, Md. Ahasanul Alam, Md Mahmudur Rahman and Md Mosaddek Khan

    Transactions on Machine Learning Research

    Journal article 2025 View publication
  15. From Attention to Frequency: Integration of Vision Transformer and FFT-ReLU for Enhanced Image Deblurring,

    Syed Mumtahin Mahmud, Mahdi Mohd Hossain Noki, Prothito Shovon Majumder, Abdul Mohaimen Al Radi, Md. Haider Ali and Md. Mosaddek Khan

    arXiv preprint arXiv:2511.10806

    Journal article 2025 View publication
  16. MangoImageBD: An Extensive Mango Image Dataset for Identification and Classification of Various Mango Varieties in Bangladesh

    Md Hasanul Ferdaus, Rizvee Hassan Prito, Masud Ahmed, Mohammad Manzurul Islam, Md Sawkat Ali, Muhammad Ibrahim and et al.

    Data in Brief, vol. 62, no. 5, Elsevier, pp. 1-16

    Journal article 2025 IF 1.0 DOI View publication
  17. Quality of experience aware task execution in digital twinning vehicular edge computing: A framework and A3C algorithm

    Mostakim Jihad, Abdullah Al Fahad, Palash Roy, Md Abdur Razzaque, Abdulhameed Alelaiwi, Md Rafiul Hassan and Mohammad Mehedi Hassan

    Future Generation Computer Systems, vol. 176, Elsevier, pp. 108144

    Journal article 2025 IF 6.1 DOI View publication
  18. Quality of Experience Aware Task Execution in Digital Twinning Vehicular Edge Computing: A Framework and A3C Algorithm

    Mostakim Jihad, Abdullah Al Fahad, Palash Roy, Md. Abdur Razzaque, Abdulhameed Alelaiwi, Md. Rafiul Hassan and Md. Mehedi Hassan

    Future Generation Computer Systems, Elsevier

    Journal article 2025 IF 6.1
  19. Optimizing Node Selection in Search Based Multi-Agent Path Finding

    Md. Ahasanul Alam, Shekhar Mahmud, Md. Mamun-or-Rashid and Md. Mosaddek Khan

    Autonomous Agents and Multi-Agent Systems, vol. 39, Springer Nature, pp. 39:36

    Journal article 2025 DOI View publication
  20. A Multi-Head Attention Mechanism Assisted MADDPG Algorithm for Real-Time Data Collection in Internet of Drones

    A.K.M. Atiqur Rahman, Muntasir Chowdhury Mridul, Palash Roy, Md. Abdur Razzaque, Md. Rajin Saleh, Md. Zia Uddin and MM Hassan

    Journal of Vehicular Communications, vol. 54, Elsevier

    Journal article 2025 IF 5.8 DOI View publication
  21. A Multi-Head Attention Mechanism Assisted MADDPG Algorithm for Real-Time Data Collection in Internet of Drones

    AKM Atiqur Rahman, Muntasir Chowdhury Mridul, Palash Roy, Md Abdur Razzaque, Md Rajin Saleh, Mohammad Mehedi Hassan and Md Zia Uddin

    Vehicular Communications, vol. 54, Elsevier, pp. 100944

    Journal article 2025 IF 5.8 DOI View publication
  22. Device and Data Heterogeneity Aware SplitFed Learning for Digital Twin Empowered Industrial Internet of Things

    Himel Saha, Md. Nur Ahmed, Palash Roy, Md. Abdur Razzaque, Nafis Fuad Tanvir and Mohammad Mehedi Hassan

    Computer Networks, Elsevier

    Journal article 2025 IF 4.4
  23. Device and data Heterogeneity Aware SplitFed Learning for Digital Twin empowered Industrial Internet of Things

    Himel Saha, Md Nur Ahmed, Palash Roy, Md. Abdur Razzaque, Nafis Fuad Tanvir, Mohammad Mehedi Hassan and Md Zia Uddin

    Computer Networks, vol. 270, Elsevier, pp. 111478

    Journal article 2025 IF 4.6 DOI View publication
  24. Deblurring in the Wild: A Real-World Dataset from Smartphone High-Speed Videos.

    Mahdi Mohd Hossain Noki, Syed Mumtahin Mahmud, Prothito Shovon Majumder, Abdul Mohaimen Al Radi, Md Haider Ali and Md Mosaddek Khan

    arXiv preprint arXiv:2506.19445

    Journal article 2025 View publication
  25. A Trust-Based Malicious RSU Detection Mechanism in Edge-Enabled Vehicular Ad Hoc Networks

    Farhana Siddiqua and Mosarrat Jahan

    Journal of the Asiatic Society of Bangladesh, Science, vol. 51, no. 1, pp. 123--150

    Journal article 2025
  26. Data Distribution Aware Clustering for Parallel Split Learning in Healthcare Applications

    Md. Tanvir Arafat, Md. Abdur Razzaque, Abdulhameed Alelaiwi, Md. Zia Uddin and Mohammad Mehedi Hassan

    Future Generation Computer Systems, Elsevier

    Journal article 2025 IF 6.2
  27. A Data-Driven Approach for Predicting Crime Occurrence using Machine Learning Models

    Faisal Tareque Shohan, Abu Ubaida Akash, Muhammad Ibrahim and Mohammad Shafiul Alam

    International Journal of Data Science and Analytics, vol. 20, no. 2, Springer, pp. 1-22

    Journal article 2025 IF 3.4 DOI View publication
  28. PaddyVarietyBD: Classifying paddy variations of Bangladesh with a novel image dataset

    Md Tahsin, Muhammad Ibrahim, Anika Tabassum Nafisa and et al.

    Data in Brief, vol. 60, no. 1, Elsevier, pp. 1 - 15

    Journal article 2025 IF 1.0 DOI View publication
  29. Attention model-driven MADDPG algorithm for delay and cost-aware placement of service function chains in 5G

    Joy Munshi, Sumaya Sultana, Md. Jahid Hassan, Palash Roy, Md. Abdur Razzaque, Abdulhameed Alelaiwi, Md. Zia Uddin and Mohammad Mehedi Hassan

    Ad Hoc Networks, vol. 173, Elsevier, pp. 103806

    Journal article 2025 IF 4.4 DOI View publication
  30. Attention Model-Driven MADDPG Algorithm for Delay and Cost-Aware Placement of Service Function Chains in 5G

    Joy Munshi, Sumaya Sultana, Md. Jahid Hassan, Palash Roy, Md. Abdur Razzaque, Abdulhameed Alelaiwi, Md. Zia Uddin and MM Hassan

    Journal of Adhoc Networks, Elsevier

    Journal article 2025 IF 1.4
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