@inproceedings{ijcai2026p84, title = {Breaking the Trade-off: Orthogonal Semantic Decoupling for Generalizable and Fair Deepfake Detection}, author = {Shi, Zhongyu and Peng, Siyu and Kang, Yimin and Xia, Ruiyang and Fang, Yizhi and Wen, Weiping and Gu, Zeyu and Cheng, Sai}, 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 = {744--752}, year = {2026}, month = {8}, note = {Main Track}, doi = {10.24963/ijcai.2026/84}, url = {https://doi.org/10.24963/ijcai.2026/84}, }