Medhat H. M. Elsayed
Publication record assembled from the DBLP archive of ranked conferences.
Papers indexed
13
Venues
3
Active years
2018–2025
Best venue rank
B
Where they publish
Papers
13 indexed papers, newest first.
| Year | Venue | Title | Authors |
|---|---|---|---|
| 2025 | WCNC | 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 |
| 2024 | GLOBECOM | Self-Play Ensemble Q-learning enabled Resource Allocation for Network Slicing. | Shavbo Salehi, Pedro Enrique Iturria-Rivera, Medhat H. M. Elsayed, Majid Bavand, Raimundas Gaigalas, Yigit Ozcan, Melike Erol-Kantarci |
| 2024 | PIMRC | Extended Reality (XR) Codec Adaptation in 5G using Multi-Agent Reinforcement Learning with Attention Action Selection. | Pedro Enrique Iturria-Rivera, Raimundas Gaigalas, Medhat H. M. Elsayed, Majid Bavand, Yigit Ozcan, Melike Erol-Kantarci |
| 2023 | GLOBECOM | Split Learning for Sensing-Aided Single and Multi-Level Beam Selection in Multi-Vendor RAN. | Ycaro Dantas, Pedro Enrique Iturria-Rivera, Hao Zhou, Yigit Ozcan, Majid Bavand, Medhat H. M. Elsayed, Raimundas Gaigalas, Melike Erol-Kantarci |
| 2023 | GLOBECOM | Policy Poisoning Attacks on Transfer Learning Enabled Resource Allocation for Network Slicing. | Shavbo Salehi, Hao Zhou, Medhat H. M. Elsayed, Majid Bavand, Raimundas Gaigalas, Yigit Ozcan, Melike Erol-Kantarci |
| 2023 | GLOBECOM | Distributed Attacks over Federated Reinforcement Learning-Enabled Cell Sleep Control. | Han Zhang, Hao Zhou, Medhat H. M. Elsayed, Majid Bavand, Raimundas Gaigalas, Yigit Ozcan, Melike Erol-Kantarci |
| 2022 | GLOBECOM | Hierarchical Deep Q-Learning Based Handover in Wireless Networks with Dual Connectivity. | Pedro Enrique Iturria-Rivera, Medhat H. M. Elsayed, Majid Bavand, Raimundas Gaigalas, Steve Furr, Melike Erol-Kantarci |
| 2022 | GLOBECOM | Hierarchical Reinforcement Learning for RIS-Assisted Energy-Efficient RAN. | Hao Zhou, Long Kong, Medhat H. M. Elsayed, Majid Bavand, Raimundas Gaigalas, Steve Furr, Melike Erol-Kantarci |
| 2021 | GLOBECOM | Reinforcement Learning Based Energy-Efficient Component Carrier Activation-Deactivation in 5G. | Medhat H. M. Elsayed, Roghayeh Joda, Hatem Abou-Zeid, Ramy Atawia, Akram Bin Sediq, Gary Boudreau, Melike Erol-Kantarci |
| 2021 | PIMRC | RAN Resource Slicing in 5G Using Multi-Agent Correlated Q-Learning. | Hao Zhou, Medhat H. M. Elsayed, Melike Erol-Kantarci |
| 2020 | GLOBECOM | Radio Resource and Beam Management in 5G mmWave Using Clustering and Deep Reinforcement Learning. | Medhat H. M. Elsayed, Melike Erol-Kantarci |
| 2019 | GLOBECOM | Reinforcement Learning-Based Joint Power and Resource Allocation for URLLC in 5G. | Medhat H. M. Elsayed, Melike Erol-Kantarci |
| 2018 | GLOBECOM | Deep Reinforcement Learning for Reducing Latency in Mission Critical Services. | Medhat H. M. Elsayed, Melike Erol-Kantarci |