| 2025 | ISCC | SkyNetPredictor: Network Performance Prediction in Avionic Communication using AI. | Hind Mukhtar, Raymond Schaub, Melike Erol-Kantarci |
| 2025 | ISCC | LLM-Enabled Data Transmission in End-to-End Semantic Communication. | Shavbo Salehi, Melike Erol-Kantarci, Dusit Niyato |
| 2025 | PIMRC | Conditional Denoising Diffusion for ISAC Enhanced Channel Estimation in Cell-Free 6G. | Mohammad Farzanullah, Han Zhang, Akram Bin Sediq, Ali Afana, Melike Erol-Kantarci |
| 2025 | PIMRC | Foundation Model-Aided Deep Reinforcement Learning for RIS-Assisted Wireless Communication. | Mohammad Ghassemi, Sara Farrag Mobarak, Han Zhang, Ali Afana, Akram Bin Sediq, Melike Erol-Kantarci |
| 2025 | PIMRC | CRB Minimization using Twin Delayed DDPG for Semi-Self Sensing Active RIS-Assisted mmWave ISAC. | Sara Farrag Mobarak, Tingnan Bao, Melike Erol-Kantarci |
| 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 | Generative AI Empowered LiDAR Point Cloud Generation with Multimodal Transformer. | Mohammad Farzanullah, Han Zhang, Akram Bin Sediq, Ali Afana, 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 | GLOBECOM | Large Language Models in Wireless Application Design: In-Context Learning-enhanced Automatic Network Intrusion Detection. | Han Zhang, Akram Bin Sediq, Ali Afana, Melike Erol-Kantarci |
| 2024 | IWCMC | Domain adaptive deep semi-supervised transfer learning for anomaly detection in OpenWiFi. | Samhita Kuili, Burak Kantarci, Marcel Chenier, Melike Erol-Kantarci, Bernard Herscovici |
| 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 |
| 2024 | PIMRC | Hierarchical Deep Reinforcement Learning with Information Freshness in Smart Agriculture Applications. | Luciana Nobrega, Atefeh Termehchi, Tingnan Bao, Aisha Syed, William Sean Kennedy, 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 |
| 2023 | PIMRC | Channel Selection for Wi-Fi 7 Multi-Link Operation via Optimistic-Weighted VDN and Parallel Transfer Reinforcement Learning. | Pedro Enrique Iturria-Rivera, Marcel Chenier, Bernard Herscovici, Burak Kantarci, 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 | Joint Sensing and Communications for Deep Reinforcement Learning-based Beam Management in 6G. | Yujie Yao, Hao Zhou, Melike Erol-Kantarci |
| 2022 | GLOBECOM | Federated Deep Reinforcement Learning for Resource Allocation in O-RAN Slicing. | Han Zhang, Hao Zhou, 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 |
| 2022 | ISCC | Deep Reinforcement Learning-based Radio Resource Allocation and Beam Management under Location Uncertainty in 5G mm Wave Networks. | Yujie Yao, Hao Zhou, Melike Erol-Kantarci |
| 2022 | WCNC | Effective Rate of RIS-aided Networks with Location and Phase Estimation Uncertainty. | Long Kong, Steven Kisseleff, Symeon Chatzinotas, Bjrn E. Ottersten, 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 | GLOBECOM | Dynamic CU-DU Selection for Resource Allocation in O-RAN Using Actor-Critic Learning. | Shahram Mollahasani, Melike Erol-Kantarci, Rodney Wilson |
| 2021 | GLOBECOM | Smart Home Energy Management: Sequence-to-Sequence Load Forecasting and Q-Learning. | Mina Razghandi, Hao Zhou, Melike Erol-Kantarci, Damla Turgut |
| 2021 | ISCC | Machine Learning-Enabled Localization in 5G using LIDAR and RSS Data. | Hind Mukhtar, Melike Erol-Kantarci |
| 2021 | MASS | QoS-Aware Load Balancing in Wireless Networks using Clipped Double Q-Learning. | Pedro Enrique Iturria-Rivera, 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 |
| 2020 | ISCC | Dynamic Routing with Online Traffic Estimation for Video Streaming over Software Defined Networks. | Riqiang Liu, Melike Erol-Kantarci |
| 2020 | SIGMETRICS | Staleness Control for Edge Data Analytics. | Atakan Aral, Melike Erol-Kantarci, Ivona Brandic |
| 2019 | GLOBECOM | Reinforcement Learning-Based Joint Power and Resource Allocation for URLLC in 5G. | Medhat H. M. Elsayed, Melike Erol-Kantarci |
| 2019 | PIMRC | Power Loss Minimization in Microgrids Using Bayesian Reinforcement Learning with Coalition Formation. | Mohammad Sadeghi, Melike Erol-Kantarci |
| 2018 | GLOBECOM | Deep Reinforcement Learning for Reducing Latency in Mission Critical Services. | Medhat H. M. Elsayed, Melike Erol-Kantarci |
| 2016 | GLOBECOM | Spectrally-Efficient Cooperative Video Delivery in 5G Heterogeneous Wireless Networks. | Antonios Argyriou, Melike Erol-Kantarci, Yanwei Liu |
| 2016 | ISCC | A heuristic approach for overlay content-caching network design in 5G wireless networks. | Abd AlRahman R. AlMomani, Antonios Argyriou, Melike Erol-Kantarci |
| 2016 | ISCC | Mobile behaviometric framework for sociability assessment and identification of smartphone users. | Fazel Anjomshoa, Matthew Catalfamo, Daniel Hecker, Nicklaus Helgeland, Andrew Rasch, Burak Kantarci, Melike Erol-Kantarci, Stephanie Schuckers |
| 2015 | GLOBECOM | Cyber Attack Protection for a Resilient Electric Vehicle Infrastructure. | Seyedamirabbas Mousavian, Melike Erol-Kantarci, Thomas Ortmeyer |
| 2015 | WCNC | Content caching in small cells with optimized uplink and caching power. | Melike Erol-Kantarci |
| 2014 | ISCC | Overlay energy circle formation for cloud data centers with renewable energy futures contracts. | Melike Erol-Kantarci, Hussein T. Mouftah |
| 2014 | ISCC | Radio-frequency-based Wireless Energy Transfer in LTE-A heterogenous networks. | Melike Erol-Kantarci, Hussein T. Mouftah |
| 2014 | PIMRC | Challenges of wireless power transfer for prolonging User Equipment (UE) lifetime in wireless networks. | Melike Erol-Kantarci, Hussein T. Mouftah |
| 2014 | WCNC | Tuning guaranteed time slots of IEEE 802.15.4 for transformer health monitoring in the smart grid. | Irfan S. Al-Anbagi, Melike Erol-Kantarci, Hussein T. Mouftah |
| 2013 | GLOBECOM | QoS-aware inter-cluster head scheduling in WSNs for high data rate smart grid applications. | Irfan S. Al-Anbagi, Melike Erol-Kantarci, Hussein T. Mouftah |
| 2013 | ISCC | A traffic adaptive inter-cluster head delay control scheme in WSNs. | Irfan S. Al-Anbagi, Melike Erol-Kantarci, Hussein T. Mouftah |
| 2013 | ISCC | Energy routing in the smart grid for Delay-Tolerant Loads and Mobile Energy Buffers. | Melike Erol-Kantarci, Jahangir H. Sarker, Hussein T. Mouftah |
| 2013 | IWCMC | A delay mitigation scheme for WSN-based smart grid substation monitoring. | Irfan S. Al-Anbagi, Melike Erol-Kantarci, Hussein T. Mouftah |
| 2012 | GLOBECOM | DRIFT: Differentiated RF Power Transmission for Wireless Sensor Network deployment in the smart grid. | Melike Erol-Kantarci, Hussein T. Mouftah |
| 2012 | ISCC | Mission-aware placement of RF-based power transmitters in wireless sensor networks. | Melike Erol-Kantarci, Hussein T. Mouftah |
| 2011 | GLOBECOM | Cost-Aware Smart Microgrid Network design for a sustainable smart grid. | Melike Erol-Kantarci, Burak Kantarci, Hussein T. Mouftah |
| 2011 | ISCC | Communication-based Plug-In Hybrid Electrical Vehicle load management in the smart grid. | Melike Erol-Kantarci, Jahangir H. Sarker, Hussein T. Mouftah |
| 2011 | IWCMC | Management of PHEV batteries in the smart grid: Towards a cyber-physical power infrastructure. | Melike Erol-Kantarci, Hussein T. Mouftah |
| 2010 | ISCC | Using wireless sensor networks for energy-aware homes in smart grids. | Melike Erol-Kantarci, Hussein T. Mouftah |
| 2010 | LCN | Prediction-based charging of PHEVs from the smart grid with dynamic pricing. | Melike Erol-Kantarci, Hussein T. Mouftah |
| 2010 | VTC | TOU-Aware Energy Management and Wireless Sensor Networks for Reducing Peak Load in Smart Grids. | Melike Erol-Kantarci, Hussein T. Mouftah |