معرفی
Dr Juan Ye is a Reader in the School of Computer Science at the University of St Andrews. He holds a PhD from University College Dublin and BSc/MSc degrees from Wuhan University. His research focuses on adaptive pervasive systems, sensor-based human activity recognition, and overcoming challenges in real-world sensor data analytics. He teaches modules on component technologies and machine learning, and supervises PhD students and research internships.
His research addresses the limitations of classical machine learning by developing continual-learning frameworks for long-term, real-world applications. Key interests include sensor fusion, context awareness, ontologies, and uncertainty reasoning. He has contributed to projects on gaze tracking, animal density estimation, and robust gaze interaction methods.
Dr Ye collaborates with interdisciplinary teams and has published extensively on topics like continual learning, gaze estimation, and ecological monitoring. His work aligns with UN Sustainable Development Goals through applications in environmental and assistive technologies.
