@inproceedings{ijcai2025p353, title = {Causal Learning Meet Covariates: Empowering Lightweight and Effective Nationwide Air Quality Forecasting}, author = {Ma, Jiaming and Cui, Zhiqing and Wang, Binwu and Wang, Pengkun and Zhou, Zhengyang and Zhao, Zhe and Wang, Yang}, booktitle = {Proceedings of the Thirty-Fourth International Joint Conference on Artificial Intelligence, {IJCAI-25}}, publisher = {International Joint Conferences on Artificial Intelligence Organization}, editor = {James Kwok}, pages = {3171--3179}, year = {2025}, month = {8}, note = {Main Track}, doi = {10.24963/ijcai.2025/353}, url = {https://doi.org/10.24963/ijcai.2025/353}, }