Diffusion-Model-Based Incentive Mechanism With Prospect Theory for Edge AIGC Services in 6G IoT
Sign Up to like & getrecommendations! Published in 2024 at "IEEE Internet of Things Journal"
DOI: 10.1109/jiot.2024.3445171
Abstract: The fusion of the Internet of Things (IoT) with sixth-generation (6G) technology has significant potential to revolutionize the IoT landscape. With the ultrareliable and low-latency communication capabilities of 6G, 6G-IoT networks can transmit high-quality and… read more here.
Keywords: aigc; aigc services; incentive mechanism; services iot ... See more keywords
DRL-Enabled Computation Offloading for AIGC Services in IIoT-Assisted Edge Computing Networks
Sign Up to like & getrecommendations! Published in 2025 at "IEEE Internet of Things Journal"
DOI: 10.1109/jiot.2024.3523919
Abstract: The widespread application of AI-generated content (AIGC) services has driven demand for efficient computational resources, making effective task scheduling and computation offloading in edge computing (EC) environments a critical research topic. However, the high computational… read more here.
Keywords: task; aigc; aigc services; edge computing ... See more keywords
Decentralized Unlearning for Trustworthy AI-Generated Content (AIGC) Services
Sign Up to like & getrecommendations! Published in 2025 at "IEEE Network"
DOI: 10.1109/mnet.2024.3439411
Abstract: The widespread adoption of AI-Generated Content (AIGC) has captured remarkable interests from academia and industry. However, this advancement brings forth challenges in data ownership, as emphasized by the General Data Protection Regulation’s right to be… read more here.
Keywords: aigc; aigc services; generated content; decentralized unlearning ... See more keywords
Exploring Edge-Driven Collaborative Fine-Tuning Toward Customized AIGC Services
Sign Up to like & getrecommendations! Published in 2025 at "IEEE Network"
DOI: 10.1109/mnet.2024.3441040
Abstract: With the popularization of artificial intelligence-generated content (AIGC), the explosion of end users is spurring an unprecedented diversity in preferences. To cope with this challenge, the AIGC paradigm is shifting from cloud-driven pre-trained large models… read more here.
Keywords: edge driven; aigc; collaborative fine; driven collaborative ... See more keywords
QoS-Aware Multi-AIGC Service Orchestration at Edges: An Attention-Diffusion-Aided DRL Method
Sign Up to like & getrecommendations! Published in 2025 at "IEEE Transactions on Cognitive Communications and Networking"
DOI: 10.1109/tccn.2025.3531486
Abstract: AI-Generated Content (AIGC) services have gained significant popularity among mobile users due to their automated, high-quality, and diverse content creation capabilities. The evolution of edge networks has further accelerated the adoption of ubiquitous AIGC edge… read more here.
Keywords: qos aware; aigc; aigc service; attention ... See more keywords
Empowering Firms With AI-Generated Content: Strategic Approaches to R&D and Advertising in the Era of Generative AI
Sign Up to like & getrecommendations! Published in 2025 at "IEEE Transactions on Engineering Management"
DOI: 10.1109/tem.2025.3552142
Abstract: Commercial utilization of generative artificial intelligence (GAI) is expanding rapidly. However, few studies have investigated the transformative impact of GAI on business operations, with a specific focus on research and development (R&D) and advertising facilitated… read more here.
Keywords: aigc; aigc strategy; generated content; dual aigc ... See more keywords
Cross-Modal Generative Semantic Communications for Mobile AIGC: Joint Semantic Encoding and Prompt Engineering
Sign Up to like & getrecommendations! Published in 2024 at "IEEE Transactions on Mobile Computing"
DOI: 10.1109/tmc.2024.3449645
Abstract: Employing massive Mobile AI-Generated Content (AIGC) Service Providers (MASPs) with powerful models, high-quality AIGC services become accessible for resource-constrained end users. However, this advancement, referred to as mobile AIGC, also introduces a significant challenge: users… read more here.
Keywords: quality; aigc; cross modal; modal generative ... See more keywords
Blockchain-Based Efficient and Trustworthy AIGC Services in Metaverse
Sign Up to like & getrecommendations! Published in 2024 at "IEEE Transactions on Services Computing"
DOI: 10.1109/tsc.2024.3382958
Abstract: AI-Generated Content (AIGC) services are essential in developing the Metaverse, providing various digital content to build shared virtual environments. The services can also offer personalized content with user assistance, making the Metaverse more human-centric. However,… read more here.
Keywords: aigc; aigc services; services metaverse; communication ... See more keywords