Md. Mithun Hossain
Research Assistant — BUBT Research Graduate School
Md. Mithun Hossain
Research Assistant
BUBT Research Graduate School
Email: mhosen751@gmail.com
Blood Group: B+
Professional Summary
Education
Bachelor of Science (B.Sc. Hons)
Major: Computer Science and Engineering
Institute: Bangladesh University of Business and Technology
Passing Year: 2023
Academic Experience
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Professional Experience
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Journal Papers
Md. Mithun Hossain, Md. Shakil Hossain, M. F. Mridha, Mejdl Safran & Sultan Alfarhood, "Multi task opinion enhanced hybrid BERT model for mental health analysis, " In: Scientific Reports, (2025-01-01) . https://doi.org/10.1038/s41598-025-86124-6
Md Mithun Hossain; Sanjara; Md. Shakil Hossain; Sudipto Chaki; Md. Saifur Rahman; A. B. M. Shawkat Ali, "Revolutionizing Mental Health Sentiment Analysis With BERT-Fuse: A Hybrid Deep Learning Model, " In: IEEE Access, 13 85428 - 85 (2025-01-01) . 10.1109/ACCESS.2025.3568340
Md. Mithun Hossain; Md. Shakil Hossain; Mejdl Safran; Sultan Alfarhood; Meshal Alfarhood; M. F. Mridha, "A hybrid attention-based transformer model for Arabic news classification using text embedding and deep learning, " In: IEEE Access, 12 198046-198 (2024-01-01) . 10.1109/ACCESS.2024.3522061
MD. Mithun Hossain; MD. Shakil Hossain; MD. Shakhawat Hossain; M. F. Mridha; Mejdl Safran; Sultan Alfarhood, "TransNet: Deep Attentional Hybrid Transformer for Arabic Posts Classification, " In: IEEE Access, 12 111070 - 1 (2024-01-01) . 10.1109/ACCESS.2024.3441323
Md. Shakil Hossain, Md.Mithun Hossain, Sudipto Chaki, M. F. Mridha, Md. Saifur Rahman, Mohammad Ali Moni, "Dimension-Wise Gated Cross-Attention for Multimodal Sentiment Analysis, " In: WWW '25: Companion Proceedings of the ACM on Web Conference 2025, 1979 - 198 (2025-01-01) . https://doi.org/10.1145/3701716.3718381
Md Shakil Hossain, Md Mithun Hossain, Md Shakhawat Hossain, Muhammad Firoz Mridha, Mejdl Safran, Sultan Alfarhood, "EmoNet: Deep Attentional Recurrent CNN for X (Formerly Twitter) Emotion Classification, " In: IEEE Access, 13 37591 - 37 (2025-01-01) . 10.1109/ACCESS.2025.3545863
Md Mithun Hossain, Md Shakil Hossain, MF Mridha, Nilanjan Dey, "A vision-language model for multitask classification of memes, " In: Neural Networks, 194 (2025-01-01) . 10.1016/j.neunet.2025.108089
Md. Mithun Hossain , Sanjara , Md. Shakil Hossain , Sudipto Chaki , Md. Saifur Rahman , A B M Shawkat Ali, "Enhancing sentiment analysis with local and global memory in heterogeneous graph neural networks, " In: Knowledge-Based Systems, Volume 329 114411 (2025-01-01) . 10.1016/j.knosys.2025.114411
Md. Mithun Hossain, Md. Shakil Hossain, Md. Shakhawat Hossain, M. Firoz Mridha, Mejdl Safran, Sultan Alfarhood?, Dunren Che, "Fusing Transformer-XL with bi-directional recurrent networks for cyberbullying detection, " In: PeerJ Computer Science, 2940 (2025-01-01) . https://doi.org/10.7717/peerj-cs.2940
Md Mithun Hossain, Md Shakil Hossain, Sudipto Chaki, Muhammad Firoz Mridha, "Co-AttenDWG: Coattentive Dimension-Wise Gating and Expert Fusion for Multimodal Offensive Content Detection, " In: IEEE Transactions on Artificial Intelligence, 7(5), 2726 - 273 (2025-01-01) . 10.1109/TAI.2025.3623093
Abu Zahid Md Jalal Uddin, Md Mithun Hossain, ASM Ahsanul Sarkar Akib, Muhammad Firoz Mridha, Md Jakir Hossen, "Routed Expert-Based Emotion Detector for Multi-Label Emotion Classification, " In: IEEE Open Journal of the Computer Society, 7 876 - 888 (2026-01-01) . 10.1109/OJCS.2026.3688524
Moshiur Rahman Tonmoy, Md Mithun Hossain, Mejdl Safran, Sultan Alfarhood, Dunren Che, "Leveraging Federated Learning for Efficient Privacy-Enhancing Violent Activity Recognition from Videos, " In: Computers, Materials & Continua, 85(3), 5747-5763 (2025-01-01) . 10.32604/cmc.2025.067589
Md Mithun Hossain, Md Shakil Hossain, Sudipto Chaki, Md Saifur Rahman, ABM Shawkat Ali, "MaskNet: Enhancing Crime Event Detection with Feature Masking and Dynamic Attention, " In: 2025 2nd International Conference on Next-Generation Computing, IoT and Machine Learning (NCIM), 1-6 (2025-01-01) . 10.1109/NCIM65934.2025.11160104
Md Mithun Hossain, Md Shakil Hossain, Sudipto Chaki, Md Saifur Rahman, "Detecting Bengali Fake News: A Comparative Study of CNN, BiLSTM, BiGRU, and Transformer Models, " In: 2024 27th International Conference on Computer and Information Technology (ICCIT), 831-836 (2024-01-01) . 10.1109/ICCIT64611.2024.11021870
Md Mithun Hossain, Md Shakil Hossain, Sudipto Chaki, Md Saifur Rahman, Mohammad Ali Moni, "Bengali Cyberbullying: Detection, Categorization, and Gender Bias Analysis, " In: 2024 IEEE International Conference on Data Mining Workshops (ICDMW), 154-163 (2024-01-01) . 10.1109/ICDMW65004.2024.00027
AWARDS AND RESEARCH GRANTS
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