@inproceedings{ijcai2026p859, title = {A Review on Test-Time Scaling for Agentic Large Language Models}, author = {An, Jiayu and Chen, Zheng and Jing, Yongcheng and Tao, Dacheng and Li, Bo}, 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 = {7731--7739}, year = {2026}, month = {8}, note = {Survey Track}, doi = {10.24963/ijcai.2026/859}, url = {https://doi.org/10.24963/ijcai.2026/859}, }