Robust Evolutionary-Game-Based Routing for Wireless Multimedia Sensor Networks. - Md Arafat Habib; Sangman Moh (Sensors, 2019)

Performance Degradation Assessment of Concrete Beams Based on Acoustic Emission Burst Features and Mahalanobis - Taguchi System. - Md Arafat Habib; Akhand Rai; Jong-Myon Kim (Sensors, 2020)

A Lightweight Deep Learning-Based Approach for Concrete Crack Characterization Using Acoustic Emission Signals. - Md Arafat Habib; Md Junayed Hasan; Jong-Myon Kim (IEEE Access, 2021)

Traffic Steering for 5G Multi-RAT Deployments using Deep Reinforcement Learning. - Md Arafat Habib; Hao Zhou 013; Pedro Enrique Iturria-Rivera; Medhat H. M. Elsayed; Majid Bavand; Raimundas Gaigalas; Steve Furr; Melike Erol-Kantarci (CCNC, 2023)

Hierarchical Reinforcement Learning Based Traffic Steering in Multi-RAT 5G Deployments. - Md Arafat Habib; Hao Zhou 013; Pedro Enrique Iturria-Rivera; Medhat H. M. Elsayed; Majid Bavand; Raimundas Gaigalas; Yigit Ozcan; Melike Erol-Kantarci (ICC, 2023)

Intent-driven Intelligent Control and Orchestration in O-RAN Via Hierarchical Reinforcement Learning. - Md Arafat Habib; Hao Zhou 013; Pedro Enrique Iturria-Rivera; Medhat H. M. Elsayed; Majid Bavand; Raimundas Gaigalas; Yigit Ozcan; Melike Erol-Kantarci (CoRR, 2023)

Transformer-Based Wireless Traffic Prediction and Network Optimization in O-RAN. - Md Arafat Habib; Pedro Enrique Iturria-Rivera; Yigit Ozcan; Medhat H. M. Elsayed; Majid Bavand; Raimundas Gaigalas; Melike Erol-Kantarci (ICC Workshops, 2024)

LLM-Based Intent Processing and Network Optimization Using Attention-Based Hierarchical Reinforcement Learning. - Md Arafat Habib; Pedro Enrique Iturria-Rivera; Yigit Ozcan; Medhat H. M. Elsayed; Majid Bavand; Raimundas Gaigalas; Melike Erol-Kantarci (WCNC, 2025)

Machine Learning-Enabled Traffic Steering in O-RAN: A Case Study on Hierarchical Learning Approach. - Md Arafat Habib; Hao Zhou 013; Pedro Enrique Iturria-Rivera; Yigit Ozcan; Medhat H. M. Elsayed; Majid Bavand; Raimundas Gaigalas; Melike Erol-Kantarci (IEEE Commun. Mag., 2025)

Harnessing the Power of LLMs, Informers and Decision Transformers for Intent-driven RAN Management in 6G. - Md Arafat Habib; Pedro Enrique Iturria-Rivera; Yigit Ozcan; Medhat H. M. Elsayed; Majid Bavand; Raimundas Gaigalas; Melike Erol-Kantarci (CoRR, 2025)

Generative AI for Intent-Driven Network Management in 6G: A Case Study on Hierarchical Learning Approach. - Md Arafat Habib; Medhat H. M. Elsayed; Yigit Ozcan; Pedro Enrique Iturria-Rivera; Majid Bavand; Melike Erol-Kantarci (CoRR, 2025)