| Spatiotemporal Multi-Graph Convolution Networkfor Ride-hailing Demand Forecasting | Jan 20, 2019 | Demand ForecastingSpatio-Temporal Forecasting | CodeCode Available | 1 |
| Diffusion Convolutional Recurrent Neural Network: Data-Driven Traffic Forecasting | Jul 6, 2017 | DecoderMultivariate Time Series Forecasting | CodeCode Available | 1 |
| Beyond Attention: Learning Spatio-Temporal Dynamics with Emergent Interpretable Topologies | Jun 1, 2025 | Computational EfficiencyGraph Attention | —Unverified | 0 |
| Learning with Calibration: Exploring Test-Time Computing of Spatio-Temporal Forecasting | May 31, 2025 | Spatio-Temporal Forecasting | —Unverified | 0 |
| DRAN: A Distribution and Relation Adaptive Network for Spatio-temporal Forecasting | Apr 2, 2025 | RelationSpatio-Temporal Forecasting | —Unverified | 0 |
| Bilinear Spatiotemporal Fusion Network: An efficient approach for traffic flow prediction | Apr 1, 2025 | Spatio-Temporal ForecastingTime Series | CodeCode Available | 0 |
| Beyond Fixed Variables: Expanding-variate Time Series Forecasting via Flat Scheme and Spatio-temporal Focal Learning | Feb 21, 2025 | Contrastive LearningMultivariate Time Series Forecasting | —Unverified | 0 |
| Temporal Graph MLP Mixer for Spatio-Temporal Forecasting | Jan 17, 2025 | Spatio-Temporal ForecastingTraffic Prediction | CodeCode Available | 0 |
| Spatio-Temporal Forecasting of PM2.5 via Spatial-Diffusion guided Encoder-Decoder Architecture | Dec 18, 2024 | DecoderGraph Neural Network | CodeCode Available | 0 |
| Infinite-dimensional next-generation reservoir computing | Dec 13, 2024 | Spatio-Temporal Forecasting | CodeCode Available | 0 |
