@inproceedings{ijcai2026p509, title = {Focus-LIME: Surgical Interpretation of Long-Context Large Language Models via Proxy-Based Neighborhood Selection}, author = {Liu, Junhao and Yu, Haonan and Yan, Zhenyu and Zhang, Xin}, 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 = {4572--4580}, year = {2026}, month = {8}, note = {Main Track}, doi = {10.24963/ijcai.2026/509}, url = {https://doi.org/10.24963/ijcai.2026/509}, }