| M4Fog: A Global Multi-Regional, Multi-Modal, and Multi-Stage Dataset for Marine Fog Detection and Forecasting to Bridge Ocean and Atmosphere | Jun 19, 2024 | BenchmarkingSpatio-Temporal Forecasting | CodeCode Available | 0 |
| Rethinking Spatio-Temporal Transformer for Traffic Prediction:Multi-level Multi-view Augmented Learning Framework | Jun 17, 2024 | Spatio-Temporal ForecastingTraffic Prediction | —Unverified | 0 |
| STEMO: Early Spatio-temporal Forecasting with Multi-Objective Reinforcement Learning | Jun 6, 2024 | Multi-Objective Reinforcement Learningreinforcement-learning | CodeCode Available | 0 |
| Enhancing Graph U-Nets for Mesh-Agnostic Spatio-Temporal Flow Prediction | Jun 6, 2024 | Inductive LearningPrediction | —Unverified | 0 |
| FLEXIBLE: Forecasting Cellular Traffic by Leveraging Explicit Inductive Graph-Based Learning | May 14, 2024 | Inductive LearningSpatio-Temporal Forecasting | —Unverified | 0 |
| Low-rank Adaptation for Spatio-Temporal Forecasting | Apr 11, 2024 | PredictionSpatio-Temporal Forecasting | CodeCode Available | 0 |
| Personalized Federated Learning for Spatio-Temporal Forecasting: A Dual Semantic Alignment-Based Contrastive Approach | Apr 4, 2024 | Contrastive LearningFederated Learning | —Unverified | 0 |
| DynST: Dynamic Sparse Training for Resource-Constrained Spatio-Temporal Forecasting | Mar 5, 2024 | Spatio-Temporal Forecasting | —Unverified | 0 |
| Large Language Models for Forecasting and Anomaly Detection: A Systematic Literature Review | Feb 15, 2024 | Anomaly ClassificationAnomaly Detection | —Unverified | 0 |
| Enhancing Topological Dependencies in Spatio-Temporal Graphs with Cycle Message Passing Blocks | Jan 29, 2024 | Spatio-Temporal ForecastingTime Series Prediction | CodeCode Available | 0 |
