| Learning Time-aware Graph Structures for Spatially Correlated Time Series Forecasting | Dec 27, 2023 | Contrastive LearningCorrelated Time Series Forecasting | —Unverified | 0 |
| SAMSGL: Series-Aligned Multi-Scale Graph Learning for Spatio-Temporal Forecasting | Dec 5, 2023 | Graph LearningGraph structure learning | —Unverified | 0 |
| Unleashing Realistic Air Quality Forecasting: Introducing the Ready-to-Use PurpleAirSF Dataset | Jun 24, 2023 | Spatio-Temporal Forecasting | CodeCode Available | 0 |
| SERT: A Transfomer Based Model for Spatio-Temporal Sensor Data with Missing Values for Environmental Monitoring | Jun 5, 2023 | ImputationMissing Values | CodeCode Available | 0 |
| It is all Connected: A New Graph Formulation for Spatio-Temporal Forecasting | Mar 23, 2023 | AllGraph Neural Network | —Unverified | 0 |
| RadNet: Incident Prediction in Spatio-Temporal Road Graph Networks Using Traffic Forecasting | Jun 11, 2022 | Spatio-Temporal Forecasting | —Unverified | 0 |
| Deep learning for spatio-temporal forecasting -- application to solar energy | May 7, 2022 | Deep LearningSpatio-Temporal Forecasting | —Unverified | 0 |
| AZ-whiteness test: a test for uncorrelated noise on spatio-temporal graphs | Apr 23, 2022 | Spatio-Temporal ForecastingTime Series | CodeCode Available | 0 |
| On the importance of stationarity, strong baselines and benchmarks in transport prediction problems | Mar 6, 2022 | Deep LearningSpatio-Temporal Forecasting | CodeCode Available | 0 |
| HiSTGNN: Hierarchical Spatio-temporal Graph Neural Networks for Weather Forecasting | Jan 22, 2022 | Graph LearningGraph Neural Network | —Unverified | 0 |
