Rui Deng
rui.deng@glasgow.ac.uk
Research title: Advancing Transformer-based models for understanding geospatial tabular data in urban systems
Research summary
Currently, I'm interested in developing efficient and effective deep learning models for geospatial tabular data, with a particular focus on transformer-based context modeling methods.
I apply various GeoAI techniques and explainable AI (XAI) methods to analyze the factors that influence human perception of urban environments and to support the design of sustainable urban systems.