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Update IJCAI22-Triformer
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lixus7 authored Nov 18, 2023
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Expand Up @@ -211,7 +211,7 @@ To reduce repetition, some data are in abbreviated form. Some terms may not repr
| Traffic Flow | GT-221 <br> WRS-393 <br> ZGC-564 | STDEN | [STDEN: Towards Physics-guided Neural Networks for Traffic Flow Prediction](https://aaai-2022.virtualchair.net/poster_aaai211) | [Pytorch](https://github.com/Echo-Ji/STDEN) <br>![Stars](https://img.shields.io/github/stars/Echo-Ji/STDEN?color=critical&style=social) <br>![Forks](https://img.shields.io/github/forks/Echo-Ji/STDEN?color=critical&style=social) | AAAI 2022
| Multivariable | Electricity <br> Traffic <br> PEMS07(M) <br> METR-LA | CATN | [CATN: Cross Attentive Tree-Aware Network for Multivariate Time Series Forecasting](https://aaai-2022.virtualchair.net/poster_aaai7403) | None | AAAI 2022
| Multivariable | ETT <br> Electricity | TS2Vec | [TS2Vec: Towards Universal Representation of Time Series](https://aaai-2022.virtualchair.net/poster_aaai8809) | [Pytorch](https://github.com/yuezhihan/ts2vec) <br>![Stars](https://img.shields.io/github/stars/yuezhihan/ts2vec?color=critical&style=social) <br>![Forks](https://img.shields.io/github/forks/yuezhihan/ts2vec?color=critical&style=social) | AAAI 2022
| Multivariable | ETT <br> Electricity <br> Weather | Triformer | [Triformer: Triangular, Variable-Specific Attentions for Long Sequence Multivariate Time Series Forecasting--Full Version](https://doi.org/10.24963/ijcai.2022/277) | [Future](https://github.com/razvanc92/triformer) | IJCAI 2022
| Multivariable | ETT <br> Electricity <br> Weather | Triformer | [Triformer: Triangular, Variable-Specific Attentions for Long Sequence Multivariate Time Series Forecasting--Full Version](https://doi.org/10.24963/ijcai.2022/277) | [Pytorch](https://github.com/razvanc92/triformer) <br>![Stars](https://img.shields.io/github/stars/razvanc92/triformer?color=critical&style=social) <br>![Forks](https://img.shields.io/github/forks/razvanc92/triformer?color=critical&style=social) | IJCAI 2022
| Multivariable | PEMS03 <br> PEMS04 <br> PEMS07 <br> PEMS08 | FOGS | [FOGS: First-Order Gradient Supervision with Learning-based Graph for Traffic Flow Forecasting](https://doi.org/10.24963/ijcai.2022/545) | [Pytorch](https://github.com/kevin-xuan/FOGS) <br>![Stars](https://img.shields.io/github/stars/kevin-xuan/FOGS?color=critical&style=social) <br>![Forks](https://img.shields.io/github/forks/kevin-xuan/FOGS?color=critical&style=social) | IJCAI 2022
| Multivariable | PEMS04 <br> PEMS08 <br> RPCM | RGSL | [Regularized Graph Structure Learning with Semantic Knowledge for Multi-variates Time-Series Forecasting](https://doi.org/10.24963/ijcai.2022/328) | [Pytorch](https://github.com/alipay/RGSL) <br>![Stars](https://img.shields.io/github/stars/alipay/RGSL?color=critical&style=social) <br>![Forks](https://img.shields.io/github/forks/alipay/RGSL?color=critical&style=social) | IJCAI 2022
| Multivariable | Air Quality <br> Parking | DMGA | [Long-term Spatio-Temporal Forecasting via Dynamic Multiple-Graph Attention](https://doi.org/10.24963/ijcai.2022/309) | None | IJCAI 2022
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