@inproceedings{ijcai2026p77, title = {Double-Calibration: Towards Reliable LLMs via Calibrating Knowledge and Reasoning Confidence}, author = {Lu, Yuyin and Liang, Ziran and Rao, Yanghui and Fan, Wenqi and Wang, Fu Lee and Li, Qing}, 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 = {679--687}, year = {2026}, month = {8}, note = {Main Track}, doi = {10.24963/ijcai.2026/77}, url = {https://doi.org/10.24963/ijcai.2026/77}, }