Mitigating Data Redundancy to Revitalize Transformer-Based Long-Term Time Series Forecasting System.

@article{li-2026-mitigating, author = {Mingjie Li and Rui Liu and Guangsi Shi and Mingfei Han and Changlin Li and Lina Yao and Xiaojun Chang and Ling Chen}, title = {{Mitigating Data Redundancy to Revitalize Transformer-Based Long-Term Time Series Forecasting System}}, journal = {ACM Transactions on Intelligent Systems and Technology (TIST)}, volume = {17}, number = {3}, pages = {58:1--58:21}, year = {2026}, url = {https://doi.org/10.1145/3735651}, doi = {https://doi.org/10.1145/3735651} }