Leveraging large language models for integrated satellite-aerial-terrestrial networks: recent advances and future directions
Integrated satellite, aerial, and terrestrial networks (ISATNs) represent a sophisticated
convergence of diverse communication technologies to ensure seamless connectivity …
convergence of diverse communication technologies to ensure seamless connectivity …
Large language model inference acceleration: A comprehensive hardware perspective
Large Language Models (LLMs) have demonstrated remarkable capabilities across various
fields, from natural language understanding to text generation. Compared to non-generative …
fields, from natural language understanding to text generation. Compared to non-generative …
An efficient privacy-aware split learning framework for satellite communications
In the rapidly evolving domain of satellite communications, integrating advanced machine
learning techniques, particularly split learning, is crucial for enhancing data processing and …
learning techniques, particularly split learning, is crucial for enhancing data processing and …
Bluelm-v-3b: Algorithm and system co-design for multimodal large language models on mobile devices
X Lu, Y Chen, C Chen, H Tan, B Chen, Y **e… - arxiv preprint arxiv …, 2024 - arxiv.org
The emergence and growing popularity of multimodal large language models (MLLMs) have
significant potential to enhance various aspects of daily life, from improving communication …
significant potential to enhance various aspects of daily life, from improving communication …
Visionzip: Longer is better but not necessary in vision language models
Recent advancements in vision-language models have enhanced performance by
increasing the length of visual tokens, making them much longer than text tokens and …
increasing the length of visual tokens, making them much longer than text tokens and …
Large language model-brained gui agents: A survey
GUIs have long been central to human-computer interaction, providing an intuitive and
visually-driven way to access and interact with digital systems. The advent of LLMs …
visually-driven way to access and interact with digital systems. The advent of LLMs …
A Review on Edge Large Language Models: Design, Execution, and Applications
Large language models (LLMs) have revolutionized natural language processing with their
exceptional capabilities. However, deploying LLMs on resource-constrained edge devices …
exceptional capabilities. However, deploying LLMs on resource-constrained edge devices …
CP-Guard: Malicious Agent Detection and Defense in Collaborative Bird's Eye View Perception
Collaborative Perception (CP) has shown a promising technique for autonomous driving,
where multiple connected and autonomous vehicles (CAVs) share their perception …
where multiple connected and autonomous vehicles (CAVs) share their perception …
Generative AI agents in autonomous machines: A safety perspective
The integration of Generative Artificial Intelligence (AI) into autonomous machines
represents a major paradigm shift in how these systems operate and unlocks new solutions …
represents a major paradigm shift in how these systems operate and unlocks new solutions …
Large Model Agents: State-of-the-Art, Cooperation Paradigms, Security and Privacy, and Future Trends
Large Model (LM) agents, powered by large foundation models such as GPT-4 and DALL-E
2, represent a significant step towards achieving Artificial General Intelligence (AGI). LM …
2, represent a significant step towards achieving Artificial General Intelligence (AGI). LM …