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Publications

Discover our latest research publications and contributions to the scientific community.

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Large Language Models
Code Generation
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ns-3
Linear Programming
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GenAI

SIMCODE: A Benchmark for Natural Language to ns-3 Network Simulation Code Generation

by Tasnim Ahmed, Mirza Mohammad Azwad, Salimur Choudhury
The 50th IEEE Conference on Local Computer Networks (LCN)

PDF
Large Language Models
Code Generation
Network Simulation
ns-3

CHORUS: Zero-shot Hierarchical Retrieval and Orchestration for Generating Linear Programming Code

by Tasnim Ahmed, Salimur Choudhury
The 19th Learning and Intelligent Optimization Conference (LION 19)

PDF
Linear Programming
Large Language Models
Code Generation
Retrieval-Augmented Generation
Gurobi Solver

An Integrated Approach to AI-Generated Content in e-health

by Tasnim Ahmed, Salimur Choudhury
The 2025 IEEE International Conference on Communications (ICC 2025)

PDF
Generative Artificial Intelligence
e-health
Synthetic Data
Large Language Models
Diffusion

Personalized Mental Health Assistance with Large Language Models

by Fozle Rabbi Shafi, M. Anwar Hossain, Salimur Choudhury
IEEE Computers, Software, and Applications Conference (COMPSAC) 2025

PDF
mental-wellbeing
llm
GenAI

OPT2CODE: A Retrieval-Augmented Framework for Solving Linear Programming Problems

by Tasnim Ahmed, Salimur Choudhury
Artificial Intelligence and Machine Learning in Operations Management Research (AIMOR) Workshop 2025

PDF

LM4OPT: Unveiling the potential of Large Language Models in formulating mathematical optimization problems

by Tasnim Ahmed, Salimur Choudhury
INFOR: Information Systems and Operational Research

PDF
Natural Language Processing
Large Language Models
Optimization
Operations Research
Fine-tuning

Redefining Real-time Road Quality Analysis with Vision Transformers on Edge Devices

by Tasnim Ahmed, Naveed Ejaz, Salimur Choudhury
IEEE Transactions on Artificial Intelligence

PDF
Artificial Intelligence
Computer vision
Deep learning
Intelligent systems
Vehicle-to-infrastructure

Automated Scheduling for Thematic Coherence in Conferences

by Mahzabeen Emu, Tasnim Ahmed, Salimur Choudhury
ACM International Conference on AI-Powered Software (AIware 2024)

PDF
Conference Scheduling
NLP
CSP
Language Models

Linguistic Intelligence in Large Language Models for Telecommunications

by Tasnim Ahmed, Nicola Piovesan, Antonio De Domenico, Salimur Choudhury
IEEE International Conference on Communications Workshops (ICC Workshops 2024)

PDF
Natural Language Processing
Large Language Models
Telecommunications
Zero-shot