Xinyi Huang obtained her BSc in Automation at the Guangdong University of Technology in Guangzhou in 2022 and her MSc in Medical Engineering at the Friedrich-Alexander-Universität Erlangen-Nürnberg in 2026, with a thesis on machine learning-based accelerated low-field MRI reconstruction. She joined the LMU ART Lab as a PhD student in 2026. Her research focuses on real-time motion management in MRI-guided radiotherapy (MRgRT), with particular interest in k-space-based motion estimation for fast and accurate tumor tracking.