Intelligent technology-driven embedded systems, such as smart factories, autonomous vehicles, industrial robots, wearable devices, and intelligent Internet-of-Things, are fast-growing and will definitely have great impacts on human economy and society. To facilitate intelligent technologies implemented in resource-constrained embedded systems, it is of critical importance to improve the way to design, build, test and evaluate emerging intelligent processors, accelerators and related systems. Since most intelligent embedded systems are implemented in networked environment and have mission-critical requirements, it is crucial to ensure their dependability, safety, reliability, security, real-time and efficiency. 2023 IEEE the 3rd International Conference on Intelligent Technology and Embedded Systems (ICITES) is a global forum for researchers and developers from academia, industry, and government to present and discuss emerging ideas and trends in intelligent embedded systems.