@inproceedings{ijcai2026p887, title = {A Comprehensive Survey of Deep Learning for Multivariate Time Series Forecasting: A Channel Strategy Perspective}, author = {Qiu, Xiangfei and Cheng, Hanyin and Wu, Xingjian and Lu, Junkai and Hu, Jilin and Guo, Chenjuan and Jensen, Christian S. and Yang, Bin}, 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 = {7995--8003}, year = {2026}, month = {8}, note = {Survey Track}, doi = {10.24963/ijcai.2026/887}, url = {https://doi.org/10.24963/ijcai.2026/887}, }