@inproceedings{ijcai2026p670, title = {Mitigating Tool Overuse for LLMs via Active Knowledge Boundary Probing}, author = {Yang, Zhaoyu and Ke, Wenjun and Li, Yuanyao and Liu, Yuchen and Xu, Junqi and Wang, Peng and Xu, Hengyuan}, 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 = {6018--6026}, year = {2026}, month = {8}, note = {Main Track}, doi = {10.24963/ijcai.2026/670}, url = {https://doi.org/10.24963/ijcai.2026/670}, }