Can Transformer Models Effectively Detect Software Aspects in StackOverflow Discussion? - Nibir Chandra Mandal; Tashreef Muhammad; G. M. Shahariar (MIET (2), 2022)

An Approach of Adjusting the Switch Probability based on Dimension Size: A Case Study for Performance Improvement of the Flower Pollination Algorithm. - Tahsin Aziz; Tashreef Muhammad; Md. Rashedul Karim Chowdhury; Mohammad Shafiul Alam (CoRR, 2022)

Vashantor: A Large-scale Multilingual Benchmark Dataset for Automated Translation of Bangla Regional Dialects to Bangla Language. - Fatema Tuj Johora Faria; Mukaffi Bin Moin; Ahmed Al Wase; Mehidi Ahmmed; Md. Rabius Sani; Tashreef Muhammad (CoRR, 2023)

Transformer-Based Deep Learning Model for Stock Price Prediction: A Case Study on Bangladesh Stock Market. - Tashreef Muhammad; Anika Bintee Aftab; Muhammad Ibrahim 006; Md. Mainul Ahsan; Maishameem Meherin Muhu; Shahidul Islam Khan; Mohammad Shafiul Alam (Int. J. Comput. Intell. Appl., 2023)

Advanced CNN and Explainable AI Based Architecture for Interpretable Brain MRI Analysis. - Shuvashis Sarker Shuvo; Shamim Rahim Refat; Faika Fairuj Preotee; Tashreef Muhammad (ICCA, 2024)

Explainable AI-Enhanced Deep Learning for Pumpkin Leaf Disease Detection: A Comparative Analysis of CNN Architectures. - Md. Arafat Alam Khandaker; Ziyan Shirin Raha; Shifat Islam; Tashreef Muhammad (CoRR, 2025)

Bridging Dialects: Translating Standard Bangla to Regional Variants Using Neural Models. - Md. Arafat Alam Khandaker; Ziyan Shirin Raha; Bidyarthi Paul; Tashreef Muhammad (CoRR, 2025)

ANCHOLIK-NER: A Benchmark Dataset for Bangla Regional Named Entity Recognition. - Bidyarthi Paul; Faika Fairuj Preotee; Shuvashis Sarker; Shamim Rahim Refat; Shifat Islam; Tashreef Muhammad; Mohammad Ashraful Hoque; Shahriar Manzoor (CoRR, 2025)

VR-FuseNet: A Fusion of Heterogeneous Fundus Data and Explainable Deep Network for Diabetic Retinopathy Classification. - Shamim Rahim Refat; Ziyan Shirin Raha; Shuvashis Sarker; Faika Fairuj Preotee; MD. Musfikur Rahman; Tashreef Muhammad; Mohammad Shafiul Islam (CoRR, 2025)

An Approach Towards Identifying Bangladeshi Leaf Diseases through Transfer Learning and XAI. - Faika Fairuj Preotee; Shuvashis Sarker; Shamim Rahim Refat; Tashreef Muhammad; Shifat Islam (CoRR, 2025)

An Exploratory Approach Towards Investigating and Explaining Vision Transformer and Transfer Learning for Brain Disease Detection. - Shuvashis Sarker; Shamim Rahim Refat; Faika Fairuj Preotee; Shifat Islam; Tashreef Muhammad; Mohammad Ashraful Hoque (CoRR, 2025)

BIDWESH: A Bangla Regional Based Hate Speech Detection Dataset. - Azizul Hakim Fayaz; MD. Shorif Uddin; Rayhan Uddin Bhuiyan; Zakia Sultana; Md. Samiul Islam; Bidyarthi Paul; Tashreef Muhammad; Shahriar Manzoor (CoRR, 2025)