@inproceedings{ijcai2026p494,
  title     = {Proactive Federated Unlearning: Sensitivity-Guided Sparse Adaptation on Key Layers},
  author    = {Lai, Jinshan and Zhang, Fengchun and Wang, Yunyuan and Li, Dongfen and Zhang, Yang and Li, Xiong and Wang, Ruijin},
  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     = {4439--4447},
  year      = {2026},
  month     = {8},
  note      = {Main Track},
  doi       = {10.24963/ijcai.2026/494},
  url       = {https://doi.org/10.24963/ijcai.2026/494},
}