| SLOTH: Structured Learning and Task-based Optimization for Time Series Forecasting on Hierarchies | Feb 11, 2023 | Decision MakingMultivariate Time Series Forecasting | —Unverified | 0 | 0 |
| Some variation of COBRA in sequential learning setup | Apr 7, 2024 | Bayesian OptimisationLoad Forecasting | —Unverified | 0 | 0 |
| Hierarchical Joint Graph Learning and Multivariate Time Series Forecasting | Nov 21, 2023 | Graph LearningMultivariate Time Series Forecasting | —Unverified | 0 | 0 |
| High-dimensional Multivariate Time Series Forecasting in IoT Applications using Embedding Non-stationary Fuzzy Time Series | Jul 20, 2021 | Multivariate Time Series ForecastingTime Series | —Unverified | 0 | 0 |
| Higher Order Transformers: Efficient Attention Mechanism for Tensor Structured Data | Dec 4, 2024 | Computational Efficiencyimage-classification | —Unverified | 0 | 0 |
| HyperIMTS: Hypergraph Neural Network for Irregular Multivariate Time Series Forecasting | May 23, 2025 | Multivariate Time Series ForecastingTime Series | —Unverified | 0 | 0 |
| Improving the Transferability of Time Series Forecasting with Decomposition Adaptation | Jun 30, 2023 | Multivariate Time Series ForecastingTime Series | —Unverified | 0 | 0 |
| IMTS-Mixer: Mixer-Networks for Irregular Multivariate Time Series Forecasting | Feb 17, 2025 | Computational EfficiencyMissing Values | —Unverified | 0 | 0 |
| Sparse-VQ Transformer: An FFN-Free Framework with Vector Quantization for Enhanced Time Series Forecasting | Feb 8, 2024 | Computational EfficiencyMultivariate Time Series Forecasting | —Unverified | 0 | 0 |
| Spatiotemporal-Linear: Towards Universal Multivariate Time Series Forecasting | Dec 22, 2023 | Multivariate Time Series ForecastingPrediction | —Unverified | 0 | 0 |
