Md Arafat Habib

19 papers B 1Journal 15Unranked 3

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Harnessing the Power of LLMs, Informers and Decision Transformers for Intent-Driven RAN Management in 6G. IEEE Trans. Netw. Sci. Eng. Md Arafat Habib, Pedro Enrique Iturria-Rivera, Yigit Ozcan, Medhat H. M. Elsayed, Majid Bavand, Raimundas Gaigalas, Melike Erol-Kantarci
2026	J	`jnl`	Hierarchical Decision Mamba Meets Agentic AI: A Novel Approach for RAN Slicing in 6G. IEEE Netw. Lett. Md Arafat Habib, Medhat H. M. Elsayed, Majid Bavand, Pedro Enrique Iturria-Rivera, Yigit Ozcan, Melike Erol-Kantarci
2025	J	`jnl`	Generative AI for Intent-Driven Network Management in 6G: A Case Study on Hierarchical Learning Approach. CoRR Md Arafat Habib, Medhat H. M. Elsayed, Yigit Ozcan, Pedro Enrique Iturria-Rivera, Majid Bavand, Melike Erol-Kantarci
2025	J	`jnl`	Harnessing the Power of LLMs, Informers and Decision Transformers for Intent-driven RAN Management in 6G. CoRR Md Arafat Habib, Pedro Enrique Iturria-Rivera, Yigit Ozcan, Medhat H. M. Elsayed, Majid Bavand, Raimundas Gaigalas, Melike Erol-Kantarci
2025	J	`jnl`	Hierarchical Decision Mamba Meets Agentic AI: A Novel Approach for RAN Slicing in 6G. CoRR Md Arafat Habib, Medhat H. M. Elsayed, Majid Bavand, Pedro Enrique Iturria-Rivera, Yigit Ozcan, Melike Erol-Kantarci
2025	B	`conf`	LLM-Based Intent Processing and Network Optimization Using Attention-Based Hierarchical Reinforcement Learning. WCNC Md Arafat Habib, Pedro Enrique Iturria-Rivera, Yigit Ozcan, Medhat H. M. Elsayed, Majid Bavand, Raimundas Gaigalas, Melike Erol-Kantarci
2025	J	`jnl`	Machine Learning-Enabled Traffic Steering in O-RAN: A Case Study on Hierarchical Learning Approach. IEEE Commun. Mag. Md Arafat Habib, Hao Zhou, Pedro Enrique Iturria-Rivera, Yigit Ozcan, Medhat H. M. Elsayed, Majid Bavand, Raimundas Gaigalas, Melike Erol-Kantarci
2024	J	`jnl`	LLM-Based Intent Processing and Network Optimization Using Attention-Based Hierarchical Reinforcement Learning. CoRR Md Arafat Habib, Pedro Enrique Iturria-Rivera, Yigit Ozcan, Medhat H. M. Elsayed, Majid Bavand, Raimundas Gaigalas, Melike Erol-Kantarci
2024	J	`jnl`	Machine Learning-enabled Traffic Steering in O-RAN: A Case Study on Hierarchical Learning Approach. CoRR Md Arafat Habib, Hao Zhou, Pedro Enrique Iturria-Rivera, Yigit Ozcan, Medhat H. M. Elsayed, Majid Bavand, Raimundas Gaigalas, Melike Erol-Kantarci
2024	—	`conf`	Transformer-Based Wireless Traffic Prediction and Network Optimization in O-RAN. ICC Workshops Md Arafat Habib, Pedro Enrique Iturria-Rivera, Yigit Ozcan, Medhat H. M. Elsayed, Majid Bavand, Raimundas Gaigalas, Melike Erol-Kantarci
2024	J	`jnl`	Transformer-Based Wireless Traffic Prediction and Network Optimization in O-RAN. CoRR Md Arafat Habib, Pedro Enrique Iturria-Rivera, Yigit Ozcan, Medhat H. M. Elsayed, Majid Bavand, Raimundas Gaigalas, Melike Erol-Kantarci
2023	—	`conf`	Hierarchical Reinforcement Learning Based Traffic Steering in Multi-RAT 5G Deployments. ICC Md Arafat Habib, Hao Zhou, Pedro Enrique Iturria-Rivera, Medhat H. M. Elsayed, Majid Bavand, Raimundas Gaigalas, Yigit Ozcan, Melike Erol-Kantarci
2023	J	`jnl`	Hierarchical Reinforcement Learning Based Traffic Steering in Multi-RAT 5G Deployments. CoRR Md Arafat Habib, Hao Zhou, Pedro Enrique Iturria-Rivera, Medhat H. M. Elsayed, Majid Bavand, Raimundas Gaigalas, Yigit Ozcan, Melike Erol-Kantarci
2023	J	`jnl`	Intent-driven Intelligent Control and Orchestration in O-RAN Via Hierarchical Reinforcement Learning. CoRR Md Arafat Habib, Hao Zhou, Pedro Enrique Iturria-Rivera, Medhat H. M. Elsayed, Majid Bavand, Raimundas Gaigalas, Yigit Ozcan, Melike Erol-Kantarci
2023	—	`conf`	Traffic Steering for 5G Multi-RAT Deployments using Deep Reinforcement Learning. CCNC Md Arafat Habib, Hao Zhou, Pedro Enrique Iturria-Rivera, Medhat H. M. Elsayed, Majid Bavand, Raimundas Gaigalas, Steve Furr, Melike Erol-Kantarci
2023	J	`jnl`	Traffic Steering for 5G Multi-RAT Deployments using Deep Reinforcement Learning. CoRR Md Arafat Habib, Hao Zhou, Pedro Enrique Iturria-Rivera, Medhat H. M. Elsayed, Majid Bavand, Raimundas Gaigalas, Steve Furr, Melike Erol-Kantarci
2021	J	`jnl`	A Lightweight Deep Learning-Based Approach for Concrete Crack Characterization Using Acoustic Emission Signals. IEEE Access Md Arafat Habib, Md Junayed Hasan, Jong-Myon Kim
2020	J	`jnl`	Performance Degradation Assessment of Concrete Beams Based on Acoustic Emission Burst Features and Mahalanobis - Taguchi System. Sensors Md Arafat Habib, Akhand Rai, Jong-Myon Kim
2019	J	`jnl`	Robust Evolutionary-Game-Based Routing for Wireless Multimedia Sensor Networks. Sensors Md Arafat Habib, Sangman Moh