@inproceedings{ijcai2026p308, title = {NEST: Tackling Dataset-Level Distribution Shifts via Regime-Oriented Mixture-of-Experts}, author = {Li, Lanhao and Xie, Bingshu and Sun, Lijun and Xue, Xin and Zhou, Haoyi and Li, Jianxin}, 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 = {2771--2779}, year = {2026}, month = {8}, note = {Main Track}, doi = {10.24963/ijcai.2026/308}, url = {https://doi.org/10.24963/ijcai.2026/308}, }