Empowering llm to use smartphone for intelligent task automation
Mobile task automation is an attractive technique that aims to enable voice-based hands-
free user interaction with smartphones. However, existing approaches suffer from poor …
free user interaction with smartphones. However, existing approaches suffer from poor …
Retrieval-Augmented Generation for Natural Language Processing: A Survey
Large language models (LLMs) have demonstrated great success in various fields,
benefiting from their huge amount of parameters that store knowledge. However, LLMs still …
benefiting from their huge amount of parameters that store knowledge. However, LLMs still …
On protecting the data privacy of large language models (llms): A survey
Large language models (LLMs) are complex artificial intelligence systems capable of
understanding, generating and translating human language. They learn language patterns …
understanding, generating and translating human language. They learn language patterns …
A survey on efficient inference for large language models
Large Language Models (LLMs) have attracted extensive attention due to their remarkable
performance across various tasks. However, the substantial computational and memory …
performance across various tasks. However, the substantial computational and memory …
[PDF][PDF] Mobile Foundation Model as Firmware
In today's landscape, smartphones have evolved into hubs for hosting a multitude of deep
learning models aimed at local execution. A key realization driving this work is the notable …
learning models aimed at local execution. A key realization driving this work is the notable …
Understanding the weakness of large language model agents within a complex android environment
Large language models (LLMs) have empowered intelligent agents to execute intricate
tasks within domain-specific software such as browsers and games. However, when applied …
tasks within domain-specific software such as browsers and games. However, when applied …
Knowagent: Knowledge-augmented planning for llm-based agents
Large Language Models (LLMs) have demonstrated great potential in complex reasoning
tasks, yet they fall short when tackling more sophisticated challenges, especially when …
tasks, yet they fall short when tackling more sophisticated challenges, especially when …
A survey on the memory mechanism of large language model based agents
Large language model (LLM) based agents have recently attracted much attention from the
research and industry communities. Compared with original LLMs, LLM-based agents are …
research and industry communities. Compared with original LLMs, LLM-based agents are …
Autodroid: Llm-powered task automation in android
Mobile task automation is an attractive technique that aims to enable voice-based hands-
free user interaction with smartphones. However, existing approaches suffer from poor …
free user interaction with smartphones. However, existing approaches suffer from poor …
Llm as a system service on mobile devices
Being more powerful and intrusive into user-device interactions, LLMs are eager for on-
device execution to better preserve user privacy. In this work, we propose a new paradigm of …
device execution to better preserve user privacy. In this work, we propose a new paradigm of …