A review on large Language Models: Architectures, applications, taxonomies, open issues and challenges
Large Language Models (LLMs) recently demonstrated extraordinary capability in various
natural language processing (NLP) tasks including language translation, text generation …
natural language processing (NLP) tasks including language translation, text generation …
Pushing large language models to the 6g edge: Vision, challenges, and opportunities
Large language models (LLMs), which have shown remarkable capabilities, are
revolutionizing AI development and potentially shaping our future. However, given their …
revolutionizing AI development and potentially shaping our future. However, given their …
Beyond efficiency: A systematic survey of resource-efficient large language models
The burgeoning field of Large Language Models (LLMs), exemplified by sophisticated
models like OpenAI's ChatGPT, represents a significant advancement in artificial …
models like OpenAI's ChatGPT, represents a significant advancement in artificial …
AI-native interconnect framework for integration of large language model technologies in 6G systems
The evolution towards 6G architecture promises a transformative shift in communication
networks, with artificial intelligence (AI) playing a pivotal role. This paper delves deep into …
networks, with artificial intelligence (AI) playing a pivotal role. This paper delves deep into …
Edge AI for Internet of Energy: Challenges and perspectives
The digital landscape of the Internet of Energy (IoE) is on the brink of a revolutionary
transformation with the integration of edge Artificial Intelligence (AI). This comprehensive …
transformation with the integration of edge Artificial Intelligence (AI). This comprehensive …
When large language model agents meet 6G networks: Perception, grounding, and alignment
AI agents based on multimodal large language models (LLMs) are expected to revolutionize
human-computer interaction and offer more personalized assistant services across various …
human-computer interaction and offer more personalized assistant services across various …
Large language model enhanced multi-agent systems for 6G communications
The rapid development of the Large Language Model (LLM) presents huge opportunities for
6G communications, eg, network optimization and management by allowing users to input …
6G communications, eg, network optimization and management by allowing users to input …
Cached model-as-a-resource: Provisioning large language model agents for edge intelligence in space-air-ground integrated networks
Space-air-ground integrated networks (SAGINs) enable worldwide network coverage
beyond geographical limitations for users to access ubiquitous intelligence services.{\color …
beyond geographical limitations for users to access ubiquitous intelligence services.{\color …
Toward scalable generative ai via mixture of experts in mobile edge networks
The advancement of generative artificial intelligence (GAI) has driven revolutionary
applications like ChatGPT. The widespread of these applications relies on the mixture of …
applications like ChatGPT. The widespread of these applications relies on the mixture of …
Rt-lm: Uncertainty-aware resource management for real-time inference of language models
Recent advancements in language models (LMs) have gained substantial attentions on their
capability to generate human-like responses. Though exhibiting a promising future for …
capability to generate human-like responses. Though exhibiting a promising future for …