A Survey of Methods for Managing the Classification and Solution of Data Imbalance Problem. - Khan Md. Hasib; Md. Sadiq Iqbal; Faisal Muhammad Shah; Jubayer Al Mahmud; Mahmudul Hasan Popel; Md. Imran Hossain Showrov; Shakil Ahmed; Obaidur Rahman (CoRR, 2020)

Deep Learning Based Video Captioning in Bengali. - Amir Hossain Raj; Ashek Seum; Aurpan Dash; Saiful Islam; Faisal Muhammad Shah (ICAC, 2021)

An Automated Approach for the Recognition of Bengali License Plates. - Md Abdullah Al Nasim; Atiqul Islam Chowdhury; Jannatun Naeem Muna; Faisal Muhammad Shah (CoRR, 2021)

Automated COVID-19 Detection from Chest X-Ray Images: A High-Resolution Network (HRNet) Approach. - Sifat Ahmed; Tonmoy Hossain; Oishee Bintey Hoque; Sujan Sarker; Sejuti Rahman; Faisal Muhammad Shah (SN Comput. Sci., 2021)

Exploring Video Captioning Techniques: A Comprehensive Survey on Deep Learning Methods. - Saiful Islam; Aurpan Dash; Ashek Seum; Amir Hossain Raj; Tonmoy Hossain; Faisal Muhammad Shah (SN Comput. Sci., 2021)

A Comprehensive Survey of COVID-19 Detection Using Medical Images. - Faisal Muhammad Shah; Sajib Kumar Saha Joy; Farzad Ahmed; Tonmoy Hossain; Mayeesha Humaira; Amit Saha Ami; Shimul Paul; Md Abidur Rahman Khan Jim; Sifat Ahmed (SN Comput. Sci., 2021)

Brain Tumor Segmentation using Enhanced U-Net Model with Empirical Analysis. - Md Abdullah Al Nasim; Abdullah Al Munem; Maksuda Islam; Md Aminul Haque Palash; Md. Mahim Anjum Haque; Faisal Muhammad Shah (CoRR, 2022)

Spam Review Detection Using Deep Learning. - G. M. Shahariar; Swapnil Biswas; Faiza Omar; Faisal Muhammad Shah; Samiha Binte Hassan (CoRR, 2022)

Bornon: Bengali Image Captioning with Transformer-Based Deep Learning Approach. - Faisal Muhammad Shah; Mayeesha Humaira; Md Abidur Rahman Khan Jim; Amit Saha Ami; Shimul Paul (SN Comput. Sci., 2022)

Bengali Fake Review Detection using Semi-supervised Generative Adversarial Networks. - Md. Tanvir Rouf Shawon; G. M. Shahariar; Faisal Muhammad Shah; Mohammad Shafiul Alam; Md. Shahriar Mahbub (CoRR, 2023)

Explainable Multimodal Sentiment Analysis on Bengali Memes. - Kazi Toufique Elahi; Tasnuva Binte Rahman; Shakil Shahriar; Samir Sarker; Sajib Kumar Saha Joy; Faisal Muhammad Shah (CoRR, 2024)

Unraveling the Dominance of Large Language Models Over Transformer Models for Bangla Natural Language Inference: A Comprehensive Study. - Fatema Tuj Johora Faria; Mukaffi Bin Moin; Asif Iftekher Fahim; Pronay Debnath; Faisal Muhammad Shah (CoRR, 2024)

Explainable Convolutional Neural Networks for Retinal Fundus Classification and Cutting-Edge Segmentation Models for Retinal Blood Vessels from Fundus Images. - Fatema Tuj Johora Faria; Mukaffi Bin Moin; Pronay Debnath; Asif Iftekher Fahim; Faisal Muhammad Shah (CoRR, 2024)

On-device Federated Learning in Smartphones for Detecting Depression from Reddit Posts. - Mustofa Ahmed; Abdul Muntakim; Nawrin Tabassum; Mohammad Asifur Rahim; Faisal Muhammad Shah (CoRR, 2024)

Bengali fake reviews: A benchmark dataset and detection system. - G. M. Shahariar; Md. Tanvir Rouf Shawon; Faisal Muhammad Shah; Mohammad Shafiul Alam; Md. Shahriar Mahbub (Neurocomputing, 2024)

Harnessing large language models over transformer models for detecting Bengali depressive social media text: A comprehensive study. - Ahmadul Karim Chowdhury; Saidur Rahman Sujon; Md. Shirajus Salekin Shafi; Tasin Ahmmad; Sifat Ahmed; Khan Md. Hasib; Faisal Muhammad Shah (Nat. Lang. Process. J., 2024)

Empowering Bengali Education with AI: Solving Bengali Math Word Problems through Transformer Models. - Jalisha Jashim Era; Bidyarthi Paul; Tahmid Sattar Aothoi; Mirazur Rahman Zim; Faisal Muhammad Shah (CoRR, 2025)

Leveraging Large Language Models for Bengali Math Word Problem Solving with Chain of Thought Reasoning. - Bidyarthi Paul; Jalisha Jashim Era; Mirazur Rahman Zim; Tahmid Sattar Aothoi; Faisal Muhammad Shah (CoRR, 2025)