Call for Papers (CFP)

The convergence of Artificial Intelligence (AI) and the Internet of Things (IoT) presents unprecedented opportunities for advanced data processing and analysis. As IoT devices continue to evolve, capable of processing data within constrained resources, the demand for real-time AI computation leveraging local sensory data while preserving data privacy becomes paramount. However, achieving an adaptive and reliable AIoT system that seamlessly integrates sensing and computing poses significant challenges.

This workshop proposal aims to address these challenges by focusing on the development of resource-efficient Mobile and Embedded Large Language Model (LLM) systems within the AIoT framework. We aim to explore strategies for maintaining system robustness in dynamic environments, optimizing resource and energy utilization in IoT devices, and updating AI models using local data. This workshop serves as a platform for researchers, system developers, and practitioners to engage in discussions surrounding the design, development, deployment, and operational hurdles of adaptive AIoT systems.

Contributions encompassing both theoretical and practical aspects are encouraged, including advancements in embedded and edge AI systems, on-device machine learning algorithms, and methodological considerations in AIoT systems. Join us in exploring the frontier of resourceefficient Mobile and Embedded Large Language Model Systems in the context of AIoT. Potential topics of intertest include, but are not limited to:

Intelligent Data Processing in AIoT
Adaptive Sensing and Computing in Resource-Constrained Environments
Real-time Computing and Data Privacy in AIoT
Personalized AI Model Updates
Computational Robustness in Dynamic AIoT Systems
Energy-Efficient Designs and Strategies in AIoT
Resource-efficient LLM Model
Performance Optimization in AIoT
Sensing Techniques based on Wireless Signal, Acoustic Signal and visible light in AIoT

Here is the Submission site: HotCRP Link

Important Dates

~~Workshop Papers Due: 4 September, 2024, 23:59 AoE~~
Workshop Papers Due: 11 September, 2024, 23:59 AoE
Workshop Paper Notification: 2 October, 2024, 23:59 AoE
Workshop Paper Camera Ready: 10 October, 2024, 23:59 AoE