Welcome to the ST(spatial temporal)-Dataminer Research Laboratory
Our paper 'SAGDFN: A Scalable Adaptive Graph Diffusion Forecasting Network for Multivariate Time Series Forecasting' is accepted by ICDE 2024
Nanyang Technological University (Singapore)
ST-Dataminer Research Lab
Welcome to the STDM (Spatial-Temporal Data Mining) Lab. We conduct research on spatial data analysis, trajectory mining, smart city applications, and other spatiotemporal topics at the College of Computing and Data Science (CCDS), Nanyang Technological University (NTU), Singapore. A summary of our research focus areas is provided below:
Recent News
SAGDFN: A Scalable Adaptive Graph Diffusion Forecasting Network for Multivariate Time Series Forecasting
Our paper 'SAGDFN: A Scalable Adaptive Graph Diffusion Forecasting Network for Multivariate Time Series Forecasting' has been accepted by ICDE 2024 Find the proceedings here.
AirPhyNet: Harnessing Physics-Guided Neural Networks for Air Quality Prediction
Our paper 'AirPhyNet: Harnessing Physics-Guided Neural Networks for Air Quality Prediction' has been accepted by ICLR 2024 Find the proceedings here.