Enhancing Deep Reinforcement Learning: A Tutorial on Generative Diffusion Models in Network Optimization

H Du, R Zhang, Y Liu, J Wang, Y Lin… - … Surveys & Tutorials, 2024 - ieeexplore.ieee.org
Generative Diffusion Models (GDMs) have emerged as a transformative force in the realm of
Generative Artificial Intelligence (GenAI), demonstrating their versatility and efficacy across …

Generative AI-Driven Human Digital Twin in IoT-Healthcare: A Comprehensive Survey

J Chen, Y Shi, C Yi, H Du, J Kang, D Niyato - arXiv preprint arXiv …, 2024 - arxiv.org
The Internet of things (IoT) can significantly enhance the quality of human life, specifically in
healthcare, attracting extensive attentions to IoT-healthcare services. Meanwhile, the human …

Energy-Efficient Resource Allocation in Generative AI-Aided Secure Semantic Mobile Networks

J Zheng, B Du, H Du, J Kang, D Niyato… - IEEE Transactions on …, 2024 - ieeexplore.ieee.org
The integration of semantic communication with Internet of Things (IoT) technologies has
advanced the development of Semantic IoT (SIoT), with edge mobile networks playing an …

Generative AI for Secure Physical Layer Communications: A Survey

C Zhao, H Du, D Niyato, J Kang, Z Xiong, DI Kim… - arXiv preprint arXiv …, 2024 - arxiv.org
Generative Artificial Intelligence (GAI) stands at the forefront of AI innovation, demonstrating
rapid advancement and unparalleled proficiency in generating diverse content. Beyond …

Enhancing Reasoning Ability in Semantic Communication through Generative AI-Assisted Knowledge Construction

F Zhao, Y Sun, L Feng, L Zhang… - IEEE Communications …, 2024 - ieeexplore.ieee.org
Semantic communication (SemCom), a pioneering paradigm that places emphasis on
conveying the meaning of information, faces challenges in constructing background …