Federated Deep Reinforcement Learning for Resource Allocation in O-RAN Slicing. - Han Zhang 055; Hao Zhou 013; Melike Erol-Kantarci (GLOBECOM, 2022)

Team Learning-Based Resource Allocation for Open Radio Access Network (O-RAN). - Han Zhang 055; Hao Zhou 013; Melike Erol-Kantarci (ICC, 2022)

Multi-Agent Team Learning in Virtualized Open Radio Access Networks (O-RAN). - Pedro Enrique Iturria-Rivera; Han Zhang 055; Hao Zhou 013; Shahram Mollahasani; Melike Erol-Kantarci (Sensors, 2022)

Distributed Attacks over Federated Reinforcement Learning-Enabled Cell Sleep Control. - Han Zhang 055; Hao Zhou 013; Medhat H. M. Elsayed; Majid Bavand; Raimundas Gaigalas; Yigit Ozcan; Melike Erol-Kantarci (GLOBECOM (Workshops), 2023)

Generative AI Empowered LiDAR Point Cloud Generation with Multimodal Transformer. - Mohammad Farzanullah; Han Zhang 055; Akram Bin Sediq; Ali Afana; Melike Erol-Kantarci (GLOBECOM, 2024)

Large Language Models in Wireless Application Design: In-Context Learning-enhanced Automatic Network Intrusion Detection. - Han Zhang 055; Akram Bin Sediq; Ali Afana; Melike Erol-Kantarci (GLOBECOM, 2024)

Federated Learning with Dual Attention for Robust Modulation Classification under Attacks. - Han Zhang 055; Medhat H. M. Elsayed; Majid Bavand; Raimundas Gaigalas; Yigit Ozcan; Melike Erol-Kantarci (ICC, 2024)

Generative AI-in-the-loop: Integrating LLMs and GPTs into the Next Generation Networks. - Han Zhang 055; Akram Bin Sediq; Ali Afana; Melike Erol-Kantarci (CoRR, 2024)

On-Device Intelligence for 5G RAN: Knowledge Transfer and Federated Learning Enabled UE-Centric Traffic Steering. - Han Zhang 055; Hao Zhou 013; Medhat H. M. Elsayed; Majid Bavand; Raimundas Gaigalas; Yigit Ozcan; Melike Erol-Kantarci (IEEE Trans. Cogn. Commun. Netw., 2024)

Multi-Modal Transformer and Reinforcement Learning-Based Beam Management. - Mohammad Ghassemi; Han Zhang 055; Ali Afana; Akram Bin Sediq; Melike Erol-Kantarci (IEEE Netw. Lett., 2024)

Beam Selection in ISAC using Contextual Bandit with Multi-modal Transformer and Transfer Learning. - Mohammad Farzanullah; Han Zhang 055; Akram Bin Sediq; Ali Afana; Melike Erol-Kantarci (CoRR, 2025)

Intelligent Attacks and Defense Methods in Federated Learning-enabled Energy-Efficient Wireless Networks. - Han Zhang 055; Hao Zhou 013; Medhat H. M. Elsayed; Majid Bavand; Raimundas Gaigalas; Yigit Ozcan; Melike Erol-Kantarci (CoRR, 2025)

Cooperation and Personalization on a Seesaw: Choice-based FL for Safe Cooperation in Wireless Networks. - Han Zhang 055; Medhat H. M. Elsayed; Majid Bavand; Raimundas Gaigalas; Yigit Ozcan; Melike Erol-Kantarci (IEEE Wirel. Commun., 2025)

Conditional Denoising Diffusion for ISAC Enhanced Channel Estimation in Cell-Free 6G. - Mohammad Farzanullah; Han Zhang 055; Akram Bin Sediq; Ali Afana; Melike Erol-Kantarci (CoRR, 2025)

Mobile Traffic Prediction using LLMs with Efficient In-context Demonstration Selection. - Han Zhang 055; Akram Bin Sediq; Ali Afana; Melike Erol-Kantarci (CoRR, 2025)