Text Classification Using Convolution Neural Networks with FastText Embedding. - Md. Rajib Hossain; Mohammed Moshiul Hoque; Iqbal H. Sarker (HIS, 2020)

Towards Bengali Word Embedding: Corpus Creation, Intrinsic and Extrinsic Evaluations. - Md. Rajib Hossain; Mohammed Moshiul Hoque (ICON, 2020)

Authorship Classification in a Resource Constraint Language Using Convolutional Neural Networks. - Md. Rajib Hossain; Mohammed Moshiul Hoque; M. Ali Akber Dewan; Nazmul H. Siddique; Md. Nazmul Islam; Iqbal H. Sarker (IEEE Access, 2021)

Bengali text document categorization based on very deep convolution neural network. - Md. Rajib Hossain; Mohammed Moshiul Hoque; Nazmul H. Siddique; Iqbal H. Sarker (Expert Syst. Appl., 2021)

CovTexMiner: Covid Text Mining Using CNN with Domain-Specific GloVe Embedding. - Md. Rajib Hossain; Mohammed Moshiul Hoque (ICO, 2022)

DeepFocus: A visual focus of attention detection framework using deep learning in multi-object scenarios. - Sadia Afroze; Md. Rajib Hossain; Mohammed Moshiul Hoque (J. King Saud Univ. Comput. Inf. Sci., 2022)

Leveraging the meta-embedding for text classification in a resource-constrained language. - Md. Rajib Hossain; Mohammed Moshiul Hoque; Nazmul H. Siddique (Eng. Appl. Artif. Intell., 2023)

CovTiNet: Covid text identification network using attention-based positional embedding feature fusion. - Md. Rajib Hossain; Mohammed Moshiul Hoque; Nazmul H. Siddique; Iqbal H. Sarker (Neural Comput. Appl., 2023)

AraCovTexFinder: Leveraging the transformer-based language model for Arabic COVID-19 text identification. - Md. Rajib Hossain; Mohammed Moshiul Hoque; Nazmul H. Siddique; M. Ali Akber Dewan (Eng. Appl. Artif. Intell., 2024)

An empirical framework for detecting speaking modes using ensemble classifier. - Sadia Afroze; Md. Rajib Hossain; Mohammed Moshiul Hoque; M. Ali Akber Dewan (Multim. Tools Appl., 2024)

AuthorNet: Leveraging attention-based early fusion of transformers for low-resource authorship attribution. - Md. Rajib Hossain; Mohammed Moshiul Hoque; M. Ali Akber Dewan; Enamul Hoque; Nazmul H. Siddique (Expert Syst. Appl., 2025)

MultiModFuseNet: Advancing multimodal text classification for low-resource languages through textual-visual feature fusion. - Md. Rajib Hossain; Sadia Afroze; Asif Ekbal; Mohammed Moshiul Hoque; Nazmul H. Siddique (Knowl. Based Syst., 2025)

Evaluation of open and closed-source LLMs for low-resource language with zero-shot, few-shot, and chain-of-thought prompting. - Zabir Al Nazi; Md. Rajib Hossain; Faisal Al Mamun (Nat. Lang. Process. J., 2025)

AFuNet: an attention-based fusion network to classify texts in a resource-constrained language. - Md. Rajib Hossain; Mohammed Moshiul Hoque; M. Ali Akber Dewan; Enamul Hoque; Nazmul H. Siddique (Neural Comput. Appl., 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)