EAPformer: Entropy-Aware Patch Transformer for Multivariate Long-Term Time Series Forecasting.

@inproceedings{ling-2025-eapformer, author = {Jiahao Ling and Xuan Yang and Shimin Gong and Bo Gu}, editor = {Meeyoung Cha and Carl Yang and Senjuti Basu Roy and Chanyoung Park and Zhenhui Jessie Li and Noseong Park and Carl Yang and Senjuti Basu Roy and Zhenhui Jessie Li and Jaap Kamps and Kijung Shin and Bryan Hooi and Lifang He}, title = {{EAPformer: Entropy-Aware Patch Transformer for Multivariate Long-Term Time Series Forecasting}}, booktitle = {{Proceedings of the 34th ACM International Conference on Information and Knowledge Management, CIKM 2025, Seoul, Republic of Korea, November 10-14, 2025}}, pages = {1850--1860}, publisher = {ACM}, year = {2025}, url = {https://doi.org/10.1145/3746252.3761055}, doi = {https://doi.org/10.1145/3746252.3761055} }