Publications

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Number of publications matching the search criterion: 3

Journal article (2)

Evaluating AI Agent Prompting and Fine-Tuning Strategies for Structured Data Extraction from Industrial PDFs (Sep 2026)
Md Masum Billah , Mobyen Uddin Ahmed, Shaibal Barua, Nicolas Leberruyer , Shahina Begum
ARRAY (ARRAY)

Mechanistic Interpretability of Transformer MLPs Through Exact Soft‑Gate Decomposition (Sep 2026)
Arnab Barua, Mobyen Uddin Ahmed, Shahina Begum
Transactions on Machine Learning Research (TMLR)

Conference/Workshop Paper (1)

Explaining Agent Interactions through their Causal Behavior and Counterfactuals (Oct 2026)
Mir Riyanul Islam, Shaibal Barua, Mobyen Uddin Ahmed, Shahina Begum
27th Engineering Applications and Advances of Artificial Intelligence (EAAAI26)

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Oct 2026
Bridging Function Block Diagrams and Verified Python Code: A Verification-Aware Approach for Programmable Logic Controllers
Oct 2026
Human Foreseeable Misuse while Interacting with EHMI (External Human Machine Interface) mounted on Urban Road, Water, Rail Autonomous Vehicles
Oct 2026
Toward Generative AI-Assisted Model Transformation in Model-Driven Engineering
Oct 2026
From Informal to Conformant Models: Benchmarking Vision–Language Models for UML Generation
Oct 2026
From Generation to Governance: A Conceptual Framework for Specification-Driven Development with Large Language Models
Oct 2026
Beyond single-run correctness: nondeterminism-aware evaluation of LLM-based model transformations