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Works (10)

Hybrid LLM-DDQN Based Joint Optimization of V2I Communication and Autonomous Driving

IEEE Wireless Communications Letters
2025 | Journal article
Contributors: Zijiang Yan; Hao Zhou; Hina Tabassum; Xue Liu
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Cooperative Hierarchical Deep Reinforcement Learning-Based Joint Sleep and Power Control in RIS-Aided Energy-Efficient RAN

IEEE Transactions on Cognitive Communications and Networking
2025-02 | Journal article
Contributors: Hao Zhou; Medhat Elsayed; Majid Bavand; Raimundas Gaigalas; Steve Furr; Melike Erol-Kantarci
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A Survey on Model-Based, Heuristic, and Machine Learning Optimization Approaches in RIS-Aided Wireless Networks

IEEE Communications Surveys & Tutorials
2024 | Journal article
Contributors: Hao Zhou; Melike Erol-Kantarci; Yuanwei Liu; H. Vincent Poor
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Generative AI as a Service in 6G Edge-Cloud: Generation Task Offloading by In-Context Learning

IEEE Wireless Communications Letters
2024 | Journal article
Contributors: Hao Zhou; Chengming Hu; Dun Yuan; Ye Yuan; Di Wu; Xue Liu; Zhu Han; Jianzhong Zhang
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Large Language Model (LLM) for Telecommunications: A Comprehensive Survey on Principles, Key Techniques, and Opportunities

IEEE Communications Surveys & Tutorials
2024 | Journal article
Contributors: Hao Zhou; Chengming Hu; Ye Yuan; Yufei Cui; Yili Jin; Can Chen; Haolun Wu; Dun Yuan; Li Jiang; Di Wu et al.
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Smart Jamming Attack and Mitigation on Deep Transfer Reinforcement Learning Enabled Resource Allocation for Network Slicing

IEEE Transactions on Machine Learning in Communications and Networking
2024 | Journal article
Contributors: Shavbo Salehi; Hao Zhou; Medhat Elsayed; Majid Bavand; Raimundas Gaigalas; Yigit Ozcan; Melike Erol-Kantarci
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On-Device Intelligence for 5G RAN: Knowledge Transfer and Federated Learning Enabled UE-Centric Traffic Steering

IEEE Transactions on Cognitive Communications and Networking
2024-04 | Journal article
Contributors: Han Zhang; Hao Zhou; Medhat Elsayed; Majid Bavand; Raimundas Gaigalas; Yigit Ozcan; Melike Erol-Kantarci
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Crossref

Smart Home Energy Management: VAE-GAN Synthetic Dataset Generator and Q-Learning

IEEE Transactions on Smart Grid
2024-03 | Journal article
Contributors: Mina Razghandi; Hao Zhou; Melike Erol-Kantarci; Damla Turgut
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Learning From Peers: Deep Transfer Reinforcement Learning for Joint Radio and Cache Resource Allocation in 5G RAN Slicing

IEEE Transactions on Cognitive Communications and Networking
2022-12 | Journal article
Contributors: Hao Zhou; Melike Erol-Kantarci; H. Vincent Poor
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Multiagent Bayesian Deep Reinforcement Learning for Microgrid Energy Management Under Communication Failures

IEEE Internet of Things Journal
2022-07-15 | Journal article
Contributors: Hao Zhou; Atakan Aral; Ivona Brandic; Melike Erol-Kantarci
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Peer review (1 review for 1 publication/grant)

Review activity for Wireless networks. (1)