| WaveRoRA: Wavelet Rotary Route Attention for Multivariate Time Series Forecasting | Oct 30, 2024 | Multivariate Time Series ForecastingTime Series | CodeCode Available | 1 |
| FlexTSF: A Universal Forecasting Model for Time Series with Variable Regularities | Oct 30, 2024 | Irregular Time SeriesMissing Values | CodeCode Available | 1 |
| SeriesGAN: Time Series Generation via Adversarial and Autoregressive Learning | Oct 28, 2024 | Generative Adversarial NetworkTime Series | CodeCode Available | 1 |
| Enhancing Battery Storage Energy Arbitrage with Deep Reinforcement Learning and Time-Series Forecasting | Oct 25, 2024 | Deep Reinforcement LearningTime Series | CodeCode Available | 1 |
| Large Language Models for Financial Aid in Financial Time-series Forecasting | Oct 24, 2024 | Time SeriesTime Series Forecasting | CodeCode Available | 1 |
| TEAM: Topological Evolution-aware Framework for Traffic Forecasting--Extended Version | Oct 24, 2024 | Continual LearningTime Series | CodeCode Available | 1 |
| LiNo: Advancing Recursive Residual Decomposition of Linear and Nonlinear Patterns for Robust Time Series Forecasting | Oct 22, 2024 | Time SeriesTime Series Forecasting | CodeCode Available | 1 |
| LTBoost: Boosted Hybrids of Ensemble Linear and Gradient Algorithms for the Long-term Time Series Forecasting | Oct 21, 2024 | Multivariate Time Series ForecastingTime Series | CodeCode Available | 1 |
| TimeSeriesExam: A time series understanding exam | Oct 18, 2024 | Anomaly DetectionMultiple-choice | CodeCode Available | 1 |
| ANT: Adaptive Noise Schedule for Time Series Diffusion Models | Oct 18, 2024 | Time Series | CodeCode Available | 1 |
