| CAMEO: Autocorrelation-Preserving Line Simplification for Lossy Time Series Compression | Jan 24, 2025 | BlockingTime Series | —Unverified | 0 |
| Argos: Agentic Time-Series Anomaly Detection with Autonomous Rule Generation via Large Language Models | Jan 24, 2025 | Anomaly DetectionTime Series | —Unverified | 0 |
| FreEformer: Frequency Enhanced Transformer for Multivariate Time Series Forecasting | Jan 23, 2025 | DiversityMultivariate Time Series Forecasting | CodeCode Available | 1 |
| GCAD: Anomaly Detection in Multivariate Time Series from the Perspective of Granger Causality | Jan 23, 2025 | Anomaly DetectionTime Series | —Unverified | 0 |
| Time Series Embedding Methods for Classification Tasks: A Review | Jan 23, 2025 | Model SelectionTime Series | CodeCode Available | 1 |
| A Bayesian Modelling Framework with Model Comparison for Epidemics with Super-Spreading | Jan 22, 2025 | Model SelectionTime Series | CodeCode Available | 0 |
| Ultralow-dimensionality reduction for identifying critical transitions by spatial-temporal PCA | Jan 22, 2025 | Dimensionality ReductionTime Series | —Unverified | 0 |
| Data re-uploading in Quantum Machine Learning for time series: application to traffic forecasting | Jan 22, 2025 | Quantum Machine LearningTime Series | —Unverified | 0 |
| T-Graphormer: Using Transformers for Spatiotemporal Forecasting | Jan 22, 2025 | Time SeriesTraffic Prediction | CodeCode Available | 0 |
| TimeFilter: Patch-Specific Spatial-Temporal Graph Filtration for Time Series Forecasting | Jan 22, 2025 | ClusteringTime Series | CodeCode Available | 2 |
