@inproceedings{ijcai2026p512, title = {Attention as Selection: Semantic-Guided Time Series Forecasting}, author = {Luo, Xueyu and Lu, Qiang and Jian, Sangui and Hu, Yangxue and Ying, Zhengyu and Yu, Ye and Lu, Wenxing and Qiao, Yan}, 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 = {4599--4607}, year = {2026}, month = {8}, note = {Main Track}, doi = {10.24963/ijcai.2026/512}, url = {https://doi.org/10.24963/ijcai.2026/512}, }