Bengali Cyberbullying: Detection, Categorization, and Gender Bias Analysis. - Md. Mithun Hossain; Md Shakil Hossain; Sudipto Chaki; Md. Saifur Rahman; Mohammad Ali Moni (ICDM (Workshops), 2024)

TransNet: Deep Attentional Hybrid Transformer for Arabic Posts Classification. - MD. Mithun Hossain; Md Shakil Hossain; Md Shakhawat Hossain; Muhammad Firoz Mridha; Mejdl S. Safran; Sultan Alfarhood (IEEE Access, 2024)

A Hybrid Attention-Based Transformer Model for Arabic News Classification Using Text Embedding and Deep Learning. - MD. Mithun Hossain; Md Shakil Hossain; Mejdl S. Safran; Sultan Alfarhood; Meshal Alfarhood; Muhammad Firoz Mridha (IEEE Access, 2024)

Dimension-Wise Gated Cross-Attention for Multimodal Sentiment Analysis. - Md Shakil Hossain; Md. Mithun Hossain; Sudipto Chaki; Muhammad Firoz Mridha; Md. Saifur Rahman; Mohammad Ali Moni (WWW (Companion Volume), 2025)

EmoNet: Deep Attentional Recurrent CNN for X (Formerly Twitter) Emotion Classification. - Md Shakil Hossain; MD. Mithun Hossain; Md. Shakhawat Hossain; Muhammad Firoz Mridha; Mejdl S. Safran; Sultan Alfarhood (IEEE Access, 2025)

Revolutionizing Mental Health Sentiment Analysis With BERT-Fuse: A Hybrid Deep Learning Model. - Md. Mithun Hossain; Sanjara; Md Shakil Hossain; Sudipto Chaki; Md. Saifur Rahman; A. B. M. Shawkat Ali (IEEE Access, 2025)

Fusing Transformer-XL with bi-directional recurrent networks for cyberbullying detection. - Md. Mithun Hossain; Md Shakil Hossain; Md. Shakhawat Hossain; Muhammad Firoz Mridha; Mejdl S. Safran; Sultan Alfarhood; Dunren Che (PeerJ Comput. Sci., 2025)

MobilePlantViT: A Mobile-friendly Hybrid ViT for Generalized Plant Disease Image Classification. - Moshiur Rahman Tonmoy; Md. Mithun Hossain; Nilanjan Dey; Muhammad Firoz Mridha (CoRR, 2025)

Co-AttenDWG: Co-Attentive Dimension-Wise Gating and Expert Fusion for Multi-Modal Offensive Content Detection. - Md. Mithun Hossain; Md Shakil Hossain; Sudipto Chaki; Muhammad Firoz Mridha (CoRR, 2025)

CrosGrpsABS: Cross-Attention over Syntactic and Semantic Graphs for Aspect-Based Sentiment Analysis in a Low-Resource Language. - Md. Mithun Hossain; Md Shakil Hossain; Sudipto Chaki; Md. Rajib Hossain; Md. Saifur Rahman; A. B. M. Shawkat Ali (CoRR, 2025)