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 Xiong… - … 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 …

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 …

Green edge AI: A contemporary survey

Y Mao, X Yu, K Huang, YJA Zhang… - Proceedings of the …, 2024 - ieeexplore.ieee.org
Artificial intelligence (AI) technologies have emerged as pivotal enablers across a multitude
of industries, including consumer electronics, healthcare, and manufacturing, largely due to …

A survey on trustworthy edge intelligence: From security and reliability to transparency and sustainability

X Wang, B Wang, Y Wu, Z Ning… - … Surveys & Tutorials, 2024 - ieeexplore.ieee.org
Edge Intelligence (EI) integrates Edge Computing (EC) and Artificial Intelligence (AI) to push
the capabilities of AI to the network edge for real-time, efficient and secure intelligent …

The age of generative AI and AI-generated everything

H Du, D Niyato, J Kang, Z Xiong, P Zhang, S Cui… - IEEE …, 2024 - ieeexplore.ieee.org
Generative AI (GAI) has emerged as a significant advancement in artificial intelligence,
renowned for its language and image generation capabilities. This paper presents “AI …

Generative AI for secure physical layer communications: A survey

C Zhao, H Du, D Niyato, J Kang, Z Xiong… - 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 …

Diffusion-based reinforcement learning for edge-enabled AI-generated content services

H Du, Z Li, D Niyato, J Kang, Z Xiong… - IEEE Transactions …, 2024 - ieeexplore.ieee.org
As Metaverse emerges as the next-generation Internet paradigm, the ability to efficiently
generate content is paramount. AI-Generated Content (AIGC) emerges as a key solution, yet …

RIS-aided cell-free massive MIMO systems for 6G: Fundamentals, system design, and applications

E Shi, J Zhang, H Du, B Ai, C Yuen… - Proceedings of the …, 2024 - ieeexplore.ieee.org
An introduction of intelligent interconnectivity for people and things has posed higher
demands and more challenges for sixth-generation (6G) networks, such as high spectral …

A unified framework for integrating semantic communication and ai-generated content in metaverse

Y Lin, Z Gao, H Du, D Niyato, J Kang… - IEEE …, 2023 - ieeexplore.ieee.org
As the Metaverse continues to grow, the need for efficient communication and intelligent
content generation becomes increasingly important. Semantic communication focuses on …

BC4LLM: A perspective of trusted artificial intelligence when blockchain meets large language models

H Luo, J Luo, AV Vasilakos - Neurocomputing, 2024 - Elsevier
In recent years, artificial intelligence (AI) and machine learning (ML) are reshaping society's
production methods and productivity, and also changing the paradigm of scientific research …