@inproceedings{ijcai2026p655, title = {Causal Path Alignment: Anchoring the Optimization Trajectory for Controllable In-Parameter Knowledge Editing}, author = {Liu, Xiyu and Liu, Zhengxiao and Gu, Naibin and Lin, Zheng and Wang, Weiping}, 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 = {5883--5891}, year = {2026}, month = {8}, note = {Main Track}, doi = {10.24963/ijcai.2026/655}, url = {https://doi.org/10.24963/ijcai.2026/655}, }