Towards building a Bangla text recognition solution with a Multi-Headed CNN architecture. - Md. Majedul Islam; Avishek Das; Ibna Kowsar; A. K. M. Shahariar Azad Rabby; Nazmul Hasan; Fuad Rahman 001 (IEEE BigData, 2021)

A Deep Learning-based Unified Solution for Character Recognition. - Avishek Das; AKM Shahariar Azad Rabby; Ibna Kowsar; Fuad Rahman 001 (ICPR, 2022)

A Novel Approach to Enhance Safety on Drowsy Driving in Self-Driving Car. - Md. Motaharul Islam; Ibna Kowsar; Mashfiq Shahriar Zaman; Md. Fahmidur Rahman Sakib; Nazmus Saquib; Syed Md. Shamsul Alam (Mob. Networks Appl., 2023)

Attention-Based Imputation of Missing Values in Electronic Health Records Tabular Data. - Ibna Kowsar; Shourav B. Rabbani; Manar D. Samad (ICHI, 2024)

DeepIFSAC: Deep imputation of missing values using feature and sample attention within contrastive framework. - Ibna Kowsar; Shourav B. Rabbani; Yina Hou; Manar D. Samad (Knowl. Based Syst., 2025)

Transfer Learning of Tabular Data by Finetuning Large Language Models. - Shourav B. Rabbani; Ibna Kowsar; Manar D. Samad (CoRR, 2025)

DeepIFSA: Deep Imputation of Missing Values Using Feature and Sample Attention. - Ibna Kowsar; Shourav B. Rabbani; Yina Hou; Manar D. Samad (CoRR, 2025)

No Imputation of Missing Values In Tabular Data Classification Using Incremental Learning. - Manar D. Samad; Kazi Fuad Bin Akhter; Shourav B. Rabbani; Ibna Kowsar (CoRR, 2025)