@inproceedings{ijcai2025p391, title = {DGraFormer: Dynamic Graph Learning Guided Multi-Scale Transformer for Multivariate Time Series Forecasting}, author = {Yan, Han and Chen, Dongliang and Jiang, Guiyuan and Wang, Bin and Cao, Lei and Dong, Junyu and Yu, Yanwei}, 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 = {3516--3524}, year = {2025}, month = {8}, note = {Main Track}, doi = {10.24963/ijcai.2025/391}, url = {https://doi.org/10.24963/ijcai.2025/391}, }