spatiotemporal forecasting

DYffusion: A Dynamics-informed Diffusion Model for Spatiotemporal Forecasting NeurIPS 2023 PreDiff: Precipitation Nowcasting with Latent Diffusion Models NeurIPS 2023 Scalable Spatiotemporal Graph Neural Networks AAAI 2023 Sparse Graph Learning from Spatiotemporal Time Series JMLR 2023 Taming Local Effects in Graph-based Spatiotemporal Forecasting NeurIPS 2023 Weather2K: A Multivariate Spatio-Temporal Benchmark Dataset for Meteorological Forecasting Based on Real-Time Observation Data from Ground Weather Stations AISTATS 2023 CausalGNN: Causal-Based Graph Neural Networks for Spatio-Temporal Epidemic Forecasting AAAI 2022 Conditional Local Convolution for Spatio-Temporal Meteorological Forecasting AAAI 2022 Graph Neural Controlled Differential Equations for Traffic Forecasting AAAI 2022 Learning the Dynamics of Physical Systems from Sparse Observations with Finite Element Networks ICLR 2022 Long-term Spatio-Temporal Forecasting via Dynamic Multiple-Graph Attention IJCAI 2022 Physics-Informed Long-Sequence Forecasting From Multi-Resolution Spatiotemporal Data IJCAI 2022 Practical Adversarial Attacks on Spatiotemporal Traffic Forecasting Models NeurIPS 2022 CloudLSTM: A Recurrent Neural Model for Spatiotemporal Point-cloud Stream Forecasting AAAI 2021 FC-GAGA: Fully Connected Gated Graph Architecture for Spatio-Temporal Traffic Forecasting AAAI 2021 RNN with Particle Flow for Probabilistic Spatio-temporal Forecasting ICML 2021 SG-PALM: a Fast Physically Interpretable Tensor Graphical Model ICML 2021 Spatiotemporal Graph Neural Network for Performance Prediction of Photovoltaic Power Systems AAAI 2021 Incomplete Label Multi-Task Deep Learning for Spatio-Temporal Event Subtype Forecasting AAAI 2019 Automatically Inferring Data Quality for Spatiotemporal Forecasting ICLR 2018 Diffusion Convolutional Recurrent Neural Network: Data-Driven Traffic Forecasting ICLR 2018 Convolutional LSTM Network: A Machine Learning Approach for Precipitation Nowcasting NeurIPS 2015 Fast Multivariate Spatio-temporal Analysis via Low Rank Tensor Learning NeurIPS 2014