@inproceedings{ijcai2026p558, title = {Perturbation Matters in Time Series Forecasting: A Wave-attention-aware Transformer Method}, author = {Wang, Yiming and Su, Yiqing and Li, Ximing and Li, Changchun and Wang, Bing}, booktitle = {Proceedings of the Thirty-Fifth International Joint Conference on Artificial Intelligence, {IJCAI-26}}, publisher = {International Joint Conferences on Artificial Intelligence Organization}, editor = {Diego Calvanese}, pages = {5012--5020}, year = {2026}, month = {8}, note = {Main Track}, doi = {10.24963/ijcai.2026/558}, url = {https://doi.org/10.24963/ijcai.2026/558}, }