Unleashing the power of edge-cloud generative ai in mobile networks: A survey of aigc services

M Xu, H Du, D Niyato, J Kang, Z **ong… - … Surveys & Tutorials, 2024 - ieeexplore.ieee.org
Artificial Intelligence-Generated Content (AIGC) is an automated method for generating,
manipulating, and modifying valuable and diverse data using AI algorithms creatively. This …

A tutorial on extremely large-scale MIMO for 6G: Fundamentals, signal processing, and applications

Z Wang, J Zhang, H Du, D Niyato, S Cui… - … Surveys & Tutorials, 2024 - ieeexplore.ieee.org
Extremely large-scale multiple-input-multiple-output (XL-MIMO), which offers vast spatial
degrees of freedom, has emerged as a potentially pivotal enabling technology for the sixth …

Generative AI-driven semantic communication networks: Architecture, technologies and applications

C Liang, H Du, Y Sun, D Niyato, J Kang… - IEEE Transactions …, 2024 - ieeexplore.ieee.org
Generative artificial intelligence (GAI) has emerged as a rapidly burgeoning field
demonstrating significant potential in creating diverse content intelligently and automatically …

Beyond deep reinforcement learning: A tutorial on generative diffusion models in network optimization

H Du, R Zhang, Y Liu, J Wang, Y Lin, Z Li… - arxiv preprint arxiv …, 2023 - arxiv.org
Generative Diffusion Models (GDMs) have emerged as a transformative force in the realm of
Generative Artificial Intelligence (GAI), demonstrating their versatility and efficacy across a …

Distributed deep reinforcement learning based gradient quantization for federated learning enabled vehicle edge computing

C Zhang, W Zhang, Q Wu, P Fan, Q Fan… - IEEE Internet of …, 2024 - ieeexplore.ieee.org
Federated Learning (FL) can protect the privacy of the vehicles in vehicle edge computing
(VEC) to a certain extent through sharing the gradients of vehicles' local models instead of …

Graph neural networks and deep reinforcement learning based resource allocation for v2x communications

M Ji, Q Wu, P Fan, N Cheng, W Chen… - IEEE Internet of …, 2024 - ieeexplore.ieee.org
In the rapidly evolving landscape of Internet of Vehicles (IoV) technology, Cellular Vehicle-to-
Everything (C-V2X) communication has attracted much attention due to its superior …

Generative AI for the optimization of next-generation wireless networks: Basics, state-of-the-art, and open challenges

F Khoramnejad, E Hossain - IEEE Communications Surveys & …, 2025 - ieeexplore.ieee.org
Next-generation (xG) wireless networks, with their complex and dynamic nature, present
significant challenges to using traditional optimization techniques. Generative Artificial …

Generative AI for secure physical layer communications: A survey

C Zhao, H Du, D Niyato, J Kang, Z **ong… - IEEE Transactions …, 2024 - ieeexplore.ieee.org
Generative Artificial Intelligence (GAI) stands at the forefront of AI innovation, demonstrating
rapid advancement and unparalleled proficiency in generating diverse content. Beyond …

At the Dawn of Generative AI Era: A tutorial-cum-survey on new frontiers in 6G wireless intelligence

A Celik, AM Eltawil - IEEE Open Journal of the …, 2024 - ieeexplore.ieee.org
As we transition from the 5G epoch, a new horizon beckons with the advent of 6G, seeking a
profound fusion with novel communication paradigms and emerging technological trends …

The Role of Generative Artificial Intelligence in Internet of Electric Vehicles

H Zhang, D Niyato, W Zhang, C Zhao… - IEEE Internet of …, 2024 - ieeexplore.ieee.org
With the advancements of GenAI models, their capabilities are expanding significantly
beyond content generation and the models are increasingly being used across diverse …