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| EEG-EyeTrack: A Benchmark for Time Series and Functional Data Analysis with Open Challenges and Baselines | Apr 2, 2025 | EEGTime Series | CodeCode Available | 0 |
| Reducing Smoothness with Expressive Memory Enhanced Hierarchical Graph Neural Networks | Apr 1, 2025 | Time SeriesWeather Forecasting | CodeCode Available | 0 |
| Bilinear Spatiotemporal Fusion Network: An efficient approach for traffic flow prediction | Apr 1, 2025 | Spatio-Temporal ForecastingTime Series | CodeCode Available | 0 |
| Methodology for Detecting Energy Anomalies due to Multi-Replay Attacks on Electric Vehicle Charging Infrastructure | Apr 1, 2025 | Time Series | —Unverified | 0 |
| Nonparametric spectral density estimation using interactive mechanisms under local differential privacy | Apr 1, 2025 | Density EstimationTime Series | —Unverified | 0 |
| ModelRadar: Aspect-based Forecast Evaluation | Mar 31, 2025 | Time SeriesTime Series Forecasting | —Unverified | 0 |
| Integrating Quantum-Classical Attention in Patch Transformers for Enhanced Time Series Forecasting | Mar 31, 2025 | Anomaly DetectionMultivariate Time Series Forecasting | CodeCode Available | 0 |
| Time-Series Forecasting via Topological Information Supervised Framework with Efficient Topological Feature Learning | Mar 31, 2025 | Time SeriesTime Series Forecasting | —Unverified | 0 |
| CITRAS: Covariate-Informed Transformer for Time Series Forecasting | Mar 31, 2025 | Time SeriesTime Series Forecasting | —Unverified | 0 |
