| SERT: A Transfomer Based Model for Spatio-Temporal Sensor Data with Missing Values for Environmental Monitoring | Jun 5, 2023 | ImputationMissing Values | CodeCode Available | 0 |
| Graph-based Multi-ODE Neural Networks for Spatio-Temporal Traffic Forecasting | May 30, 2023 | Spatio-Temporal ForecastingTime Series Forecasting | CodeCode Available | 1 |
| Dynamic Causal Explanation Based Diffusion-Variational Graph Neural Network for Spatio-temporal Forecasting | May 16, 2023 | graph constructionGraph Neural Network | CodeCode Available | 1 |
| It is all Connected: A New Graph Formulation for Spatio-Temporal Forecasting | Mar 23, 2023 | AllGraph Neural Network | —Unverified | 0 |
| Weather2K: A Multivariate Spatio-Temporal Benchmark Dataset for Meteorological Forecasting Based on Real-Time Observation Data from Ground Weather Stations | Feb 21, 2023 | Spatio-Temporal ForecastingTime Series Analysis | CodeCode Available | 1 |
| Spatio-Temporal Self-Supervised Learning for Traffic Flow Prediction | Dec 7, 2022 | AttributePrediction | CodeCode Available | 2 |
| STDEN: Towards Physics-Guided Neural Networks for Traffic Flow Prediction | Sep 1, 2022 | Physics-informed machine learningSpatio-Temporal Forecasting | CodeCode Available | 1 |
| Prediction-based One-shot Dynamic Parking Pricing | Aug 30, 2022 | PredictionSpatio-Temporal Forecasting | CodeCode Available | 1 |
| Spatio-Temporal Wind Speed Forecasting using Graph Networks and Novel Transformer Architectures | Aug 29, 2022 | Graph Neural NetworkMultivariate Time Series Forecasting | CodeCode Available | 1 |
| RadNet: Incident Prediction in Spatio-Temporal Road Graph Networks Using Traffic Forecasting | Jun 11, 2022 | Spatio-Temporal Forecasting | —Unverified | 0 |
