Yigit Ozcan

42 papers A 1B 7Journal 25Unranked 8
YearRankTypeTitle / Venue / Authors
2026 J jnl
GenAI-Enabled Residual Motion Estimation for Energy-Efficient Semantic Video Communication.
IEEE Trans. Netw. Sci. Eng.
Shavbo Salehi, Pedro Enrique Iturria-Rivera, Medhat H. M. Elsayed, Majid Bavand, Yigit Ozcan, Melike Erol-Kantarci
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
Cooperation and Personalization on a Seesaw: Choice-based FL for Safe Cooperation in Wireless Networks.
IEEE Wirel. Commun.
Han Zhang, Medhat H. M. Elsayed, Majid Bavand, Raimundas Gaigalas, Yigit Ozcan, Melike Erol-Kantarci
2025 J jnl
GenAI-enabled Residual Motion Estimation for Energy-Efficient Semantic Video Communication.
CoRR
Shavbo Salehi, Pedro Enrique Iturria-Rivera, Medhat H. M. Elsayed, Majid Bavand, 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 J jnl
Intelligent Attacks and Defense Methods in Federated Learning-Enabled Energy-Efficient Wireless Networks.
IEEE Trans. Wirel. Commun.
Han Zhang, Hao Zhou, Medhat H. M. Elsayed, Majid Bavand, Raimundas Gaigalas, Yigit Ozcan, Melike Erol-Kantarci
2025 J jnl
Intelligent Attacks and Defense Methods in Federated Learning-enabled Energy-Efficient Wireless Networks.
CoRR
Han Zhang, Hao Zhou, Medhat H. M. Elsayed, Majid Bavand, Raimundas Gaigalas, 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
2025 — conf
Prioritized Value-Decomposition Network for Explainable AI-Enabled Network Slicing.
ICC
Shavbo Salehi, Pedro Enrique Iturria-Rivera, Medhat H. M. Elsayed, Majid Bavand, Raimundas Gaigalas, Yigit Ozcan, Melike Erol-Kantarci
2025 J jnl
Prioritized Value-Decomposition Network for Explainable AI-Enabled Network Slicing.
CoRR
Shavbo Salehi, Pedro Enrique Iturria-Rivera, Medhat H. M. Elsayed, Majid Bavand, Raimundas Gaigalas, Yigit Ozcan, Melike Erol-Kantarci
2024 J jnl
Cooperation and Personalization on a Seesaw: Choice-based FL for Safe Cooperation in Wireless Networks.
CoRR
Han Zhang, Medhat H. M. Elsayed, Majid Bavand, Raimundas Gaigalas, Yigit Ozcan, Melike Erol-Kantarci
2024 J jnl
Explainable Multi-Agent Reinforcement Learning for Extended Reality Codec Adaptation.
CoRR
Pedro Enrique Iturria-Rivera, Raimundas Gaigalas, Medhat H. M. Elsayed, Majid Bavand, Yigit Ozcan, Melike Erol-Kantarci
2024 B conf
Extended Reality (XR) Codec Adaptation in 5G using Multi-Agent Reinforcement Learning with Attention Action Selection.
PIMRC
Pedro Enrique Iturria-Rivera, Raimundas Gaigalas, Medhat H. M. Elsayed, Majid Bavand, Yigit Ozcan, Melike Erol-Kantarci
2024 J jnl
Extended Reality (XR) Codec Adaptation in 5G using Multi-Agent Reinforcement Learning with Attention Action Selection.
CoRR
Pedro Enrique Iturria-Rivera, Raimundas Gaigalas, Medhat H. M. Elsayed, Majid Bavand, Yigit Ozcan, Melike Erol-Kantarci
2024 — conf
Federated Learning with Dual Attention for Robust Modulation Classification under Attacks.
ICC
Han Zhang, Medhat H. M. Elsayed, Majid Bavand, Raimundas Gaigalas, Yigit Ozcan, Melike Erol-Kantarci
2024 — conf
Jamming Attacks and Mitigation in Transfer Learning Enabled 5G RAN Slicing.
ICC
Shavbo Salehi, Hao Zhou, Medhat H. M. Elsayed, Majid Bavand, Raimundas Gaigalas, Yigit Ozcan, 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 J jnl
On-Device Intelligence for 5G RAN: Knowledge Transfer and Federated Learning Enabled UE-Centric Traffic Steering.
IEEE Trans. Cogn. Commun. Netw.
Han Zhang, Hao Zhou, Medhat H. M. Elsayed, Majid Bavand, Raimundas Gaigalas, Yigit Ozcan, Melike Erol-Kantarci
2024 B conf
Self-Play Ensemble Q-learning enabled Resource Allocation for Network Slicing.
GLOBECOM
Shavbo Salehi, Pedro Enrique Iturria-Rivera, Medhat H. M. Elsayed, Majid Bavand, Raimundas Gaigalas, Yigit Ozcan, Melike Erol-Kantarci
2024 J jnl
Self-Play Ensemble Q-learning enabled Resource Allocation for Network Slicing.
CoRR
Shavbo Salehi, Pedro Enrique Iturria-Rivera, Medhat H. M. Elsayed, Majid Bavand, Raimundas Gaigalas, Yigit Ozcan, Melike Erol-Kantarci
2024 J jnl
Smart Jamming Attack and Mitigation on Deep Transfer Reinforcement Learning Enabled Resource Allocation for Network Slicing.
CoRR
Shavbo Salehi, Hao Zhou, Medhat H. M. Elsayed, Majid Bavand, Raimundas Gaigalas, Yigit Ozcan, 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
Distributed Attacks over Federated Reinforcement Learning-Enabled Cell Sleep Control.
GLOBECOM (Workshops)
Han Zhang, Hao Zhou, Medhat H. M. Elsayed, Majid Bavand, Raimundas Gaigalas, Yigit Ozcan, Melike Erol-Kantarci
2023 J jnl
Distributed Attacks over Federated Reinforcement Learning-enabled Cell Sleep Control.
CoRR
Han Zhang, Hao Zhou, Medhat H. M. Elsayed, Majid Bavand, Raimundas Gaigalas, Yigit Ozcan, 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 J jnl
On-Device Intelligence for 5G RAN: Knowledge Transfer and Federated Learning enabled UE-Centric Traffic Steering.
CoRR
Han Zhang, Hao Zhou, Medhat H. M. Elsayed, Majid Bavand, Raimundas Gaigalas, Yigit Ozcan, Melike Erol-Kantarci
2023 B conf
Policy Poisoning Attacks on Transfer Learning Enabled Resource Allocation for Network Slicing.
GLOBECOM
Shavbo Salehi, Hao Zhou, Medhat H. M. Elsayed, Majid Bavand, Raimundas Gaigalas, Yigit Ozcan, Melike Erol-Kantarci
2023 B conf
Split Learning for Sensing-Aided Single and Multi-Level Beam Selection in Multi-Vendor RAN.
GLOBECOM
Ycaro Dantas, Pedro Enrique Iturria-Rivera, Hao Zhou, Yigit Ozcan, Majid Bavand, Medhat H. M. Elsayed, Raimundas Gaigalas, Melike Erol-Kantarci
2021 A conf
Performance Evaluation of Full Duplex Communications in 5G Networks: The Impact of Interference and Traffic Asymmetry.
ITC
Yigit Ozcan, Catherine Rosenberg
2019 — —
Resource Management in Next Generation Cellular Networks.
Yigit Ozcan
2019 — conf
Revisiting Downlink Scheduling in a Multi-Cell OFDMA Network: From Full Base Station Coordination to Practical Schemes.
Wireless Days
Yigit Ozcan, Catherine Rosenberg
2018 B conf
Efficient loss-aware uplink scheduling.
WCNC
Yigit Ozcan, Catherine Rosenberg
2017 B conf
A benchmark for D2D in cellular networks: The importance of information.
PIMRC
Yigit Ozcan, Catherine Rosenberg, Fabrice Guillemin
2017 — conf
Fast and smooth data delivery using MPTCP by avoiding redundant retransmissions.
ICC
Yigit Ozcan, Fabrice Guillemin, Patrice Houze, Catherine Rosenberg