"long-term forecasting" Papers

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AAAI 2025 (3,028)COLM 2025 (418)CVPR 2025 (2,873)ICCV 2025 (2,701)ICLR 2025 (3,827)ICML 2025 (3,340)ISMAR 2025 (229)NEURIPS 2025 (5,858)AAAI 2024 (2,289)CVPR 2024 (2,716)ECCV 2024 (2,387)ICLR 2024 (2,297)ICML 2024 (2,635)

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Learning Chaos In A Linear Way

Xiaoyuan Cheng, Yi He, Yiming Yang et al.

ICLR 2025arXiv:2503.14702
8
citations

MoFo: Empowering Long-term Time Series Forecasting with Periodic Pattern Modeling

Jiaming Ma, Binwu Wang, Qihe Huang et al.

NEURIPS 2025

Times2D: Multi-Period Decomposition and Derivative Mapping for General Time Series Forecasting

Reza Nematirad, Anil Pahwa, Balasubramaniam Natarajan

AAAI 2025paperarXiv:2504.00118
3
citations

WPMixer: Efficient Multi-Resolution Mixing for Long-Term Time Series Forecasting

Md Mahmuddun Nabi Murad, Mehmet Aktukmak, Yasin Yilmaz

AAAI 2025paperarXiv:2412.17176
24
citations

Consistent Long-Term Forecasting of Ergodic Dynamical Systems

Vladimir Kostic, Karim Lounici, Prune Inzerilli et al.

ICML 2024arXiv:2312.13426
12
citations

Latent Space Symmetry Discovery

Jianke Yang, Nima Dehmamy, Robin Walters et al.

ICML 2024arXiv:2310.00105
22
citations

Loss Shaping Constraints for Long-Term Time Series Forecasting

Ignacio Hounie, Javier Porras-Valenzuela, Alejandro Ribeiro

ICML 2024arXiv:2402.09373
3
citations

SAMformer: Unlocking the Potential of Transformers in Time Series Forecasting with Sharpness-Aware Minimization and Channel-Wise Attention

Romain Ilbert, Ambroise Odonnat, Vasilii Feofanov et al.

ICML 2024arXiv:2402.10198
56
citations