Publications

📖 You can also find my articles on my Google Scholar profile.

* Both authors contributed equally.

Beyond Real Weights: Hypercomplex Representations for Stable Quantization

Jawad Ibn Ahad, Maisha Rahman, Amrijit Biswas, Muhammad Rafsan Kabir, Robin Krambroeckers, Sifat Momen, Nabeel Mohammed, Shafin Rahman

WACV 2026

Paper

Figures as Evidence: Multi-Image Scientific Generation

Jawad Ibn Ahad*, Mritunjoy Chakraborty*, Fuad Rahman, Sifat Momen, Shafin Rahman, Nabeel Mohammed

ICDAR 2026 (20th International Conference on Document Analysis and Recognition)

Paper

GE-ViP: Graph-enhanced Vision Pipeline for Weakly Supervised Histopathology Slide Analysis

Maisha Rahman*, Jawad Ibn Ahad*, Md. Mehedi Hassan, Golam Moursalin, Sifat Momen

Neurocomputing (2026)

Paper

LAET: A Layer-Wise Adaptive Ensemble Tuning Framework for Pretrained Language Models

Jawad Ibn Ahad, Muhammad Rafsan Kabir, Robin Krambroeckers, Sifat Momen, Nabeel Mohammed, Shafin Rahman

IEEE BigData 2025

Paper

Bidirectional Reasoning Supervision for Multilingual Financial Decision Making

Muhammad Rafsan Kabir, Jawad Ibn Ahad, Robin Krambroeckers, Silvia Ahmed, M M Lutfe Elahi, Nabeel Mohammed, Shafin Rahman

EMNLP 2025 Industry Track

Paper

AutoDSPy: Automating Modular Prompt Design with Reinforcement Learning for Small and Large Language Models

Nafew Azim, Abrar Ur Alam, Hasan Bin Omar, Abdullah Mohammad Muntasir Adnan Jami, Jawad Ibn Ahad, Muhammad Rafsan Kabir, Md. Ismail Hossain, Fuad Rahman, Mohammad Ruhul Amin, Shafin Rahman, Nabeel Mohammed

EMNLP 2025 Industry Track

Paper

Dynamic Temperature Scheduler for Knowledge Distillation

Sibgat Ul Islam, Jawad Ibn Ahad, Fuad Rahman, Mohammad Ruhul Amin, Nabeel Mohammed, Shafin Rahman

IEEE BigData 2025

Paper

Graph-enhanced deep learning for diabetic retinopathy diagnosis: A quality-aware and uncertainty-driven approach

Zarin Akter, Jawad Ibn Ahad, Md. Mutasim Farhan, Riasat Khan

PLOS Computational Biology 21(12): e1013745

Paper

Empowering Meta-analysis: Leveraging Large Language Models for Scientific Synthesis

Jawad Ibn Ahad, Rafeed Mohammad Sultan, Abraham Kaikobad, Fuad Rahman, Mohammad Ruhul Amin, Nabeel Mohammed, Shafin Rahman

IEEE BigData 2024

Paper

BanglaDialecto: An End-to-End AI-Powered Regional Speech Standardization

Md Nazmus Sadat Samin*, Jawad Ibn Ahad*, Tanjila Ahmed Medha, Fuad Rahman, Mohammad Ruhul Amin, Nabeel Mohammed, Shafin Rahman

IEEE BigData 2024

Paper

Beyond Labels: Aligning Large Language Models with Human-like Reasoning

Muhammad Rafsan Kabir, Rafeed Mohammad Sultan, Ihsanul Haque Asif, Jawad Ibn Ahad, Fuad Rahman, Mohammad Ruhul Amin, Nabeel Mohammed, Shafin Rahman

ICPR 2025

Paper

Machine Learning-driven Predictive Modeling of Magnetohydrodynamic Double Diffusion of Non-Newtonian Hybrid Ferrofluids with Variable Thermophysical Properties within Corrugated Cylinders

Jawad Ibn Ahad, Md Mamun Molla, Sadia Siddiqa, Sahrish Batool Naqvi

Engineering Applications of AI 2025 (Impact Factor: 8.0)

Paper

CFD and Machine Learning-based Predictive Modeling of Natural Convection in Non-Newtonian Nano-encapsulated Phase Change Material within an Enclosure with a Corrugated Heated Cylinder

Md Mejbah Ullah Chowdhury, Jawad Ibn Ahad, Md Mamun Molla, Preetom Nag, Azad Rahman

Applied Thermal Engineering 2025 (Impact Factor: 6.9)

Paper