@inproceedings{ijcai2025p741, title = {Escaping Saddle Point Efficiently in Minimax and Bilevel Optimizations}, author = {Xian, Wenhan and Huang, Feihu and Huang, Heng}, 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 = {6659--6668}, year = {2025}, month = {8}, note = {Main Track}, doi = {10.24963/ijcai.2025/741}, url = {https://doi.org/10.24963/ijcai.2025/741}, }