@inproceedings{ijcai2026p533, title = {SDFLoRA: Selective Decoupled Federated LoRA for Privacy-preserving Fine-tuning with Heterogeneous Clients}, author = {Shen, Zhikang and Lu, Jianrong and Wan, Haiyuan and Chen, Jianhai}, 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 = {4786--4794}, year = {2026}, month = {8}, note = {Main Track}, doi = {10.24963/ijcai.2026/533}, url = {https://doi.org/10.24963/ijcai.2026/533}, }