| Parallel Extraction of Long-term Trends and Short-term Fluctuation Framework for Multivariate Time Series Forecasting | Aug 18, 2020 | Decision MakingMulti-Task Learning | —Unverified | 0 |
| Unlocking the Power of Patch: Patch-Based MLP for Long-Term Time Series Forecasting | May 22, 2024 | AttributeMultivariate Time Series Forecasting | —Unverified | 0 |
| PECAIQR: A Model for Infectious Disease Applied to the Covid-19 Epidemic | Jun 17, 2020 | Multivariate Time Series ForecastingNumerical Integration | —Unverified | 0 |
| Unlocking the Potential of Linear Networks for Irregular Multivariate Time Series Forecasting | May 1, 2025 | Missing ValuesMultivariate Time Series Forecasting | —Unverified | 0 |
| PFformer: A Position-Free Transformer Variant for Extreme-Adaptive Multivariate Time Series Forecasting | Feb 27, 2025 | Multivariate Time Series ForecastingPosition | —Unverified | 0 |
| Physiome-ODE: A Benchmark for Irregularly Sampled Multivariate Time Series Forecasting Based on Biological ODEs | Feb 11, 2025 | Missing ValuesMultivariate Time Series Forecasting | —Unverified | 0 |
| Bond Graphs for multi-physics informed Neural Networks for multi-variate time series | May 22, 2024 | Graph Neural NetworkInductive Bias | —Unverified | 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 |
| Using Pre-trained LLMs for Multivariate Time Series Forecasting | Jan 10, 2025 | DecoderMultivariate Time Series Forecasting | —Unverified | 0 |
| AutoMixer for Improved Multivariate Time-Series Forecasting on Business and IT Observability Data | Oct 31, 2023 | Multivariate Time Series ForecastingTime Series | —Unverified | 0 |
