… Motivated by the above issues and trends, we design the AIGN framework with the diffusion
model-based learning approach. Several appealing properties of AIGN are derived, and the …

… learning (ML) and artificial intelligence (AI) can efficiently deal with complex problems by
complementing or replacing model-based approaches. … in mobile AI-Generated Content (AIGC) …

… ) algorithm, a diffusion model-based approach for generating … , the Sixth Generation (6G) of
wireless networks is emerging … propose a novel diffusion model-based AIGenerated Optimal …

… AI-generated contracts showcase GAI’s potential for establishing trust … learning methods,
CSC utilizes model-based reinforcement … We will delve into the details of diffusion models in the …

… of SemCom in 6G and discusses potential applications of 6G in SemCom-empowered … the
AIGenerated Optimal Decision (AGOD) algorithm, which leverages diffusion model-based GAI …

… the wireless network. Benefiting from the advances in 5G and upcoming 6G technologies
[12]… “User-centric interactive ai for distributed diffusion modelbased ai-generated content,” arXiv …

… , is a powerful and unique approach to learning and generating data. This paper … in AI-Generated
Content (AIGC) domains. For instance, Stable Diffusion [18], a diffusion model-based …

… of diffusion steps. Furthermore, to maximize the users’ subjective QoE, we propose a IAI
approach, ie, Reinforcement Learning … for emerging sixthgeneration (6G) networks with human-…

… INTELLIGENT NETWORK MANAGEMENT The hand-crafted method, while functional for …
of modern wireless networks, especially as we approach the 6G era [111]. These systems are …

… Abstract—The rapid expansion of AI-generated content (… into the optimization of the GAI
model based on the FL framework. … -based resource orchestration method to automatically learn …