% Key papers for Private federated aggregation (scime atlas, https://atlas.scime.ai). Authors are not included: add them from the paper pages.

@inproceedings{aaai2021_fedrec_610,
  title = {{FedRec++: Lossless Federated Recommendation with Explicit Feedback}},
  booktitle = {AAAI Conference on Artificial Intelligence (AAAI)},
  year = {2021},
  url = {https://aaai.org/papers/04224-fedrec-lossless-federated-recommendation-with-explicit-feedback/},
}

@inproceedings{aaai2022_federated_2106,
  title = {{Federated Learning for Face Recognition with Gradient Correction}},
  booktitle = {AAAI Conference on Artificial Intelligence (AAAI)},
  year = {2022},
  url = {https://aaai.org/papers/01999-federated-learning-for-face-recognition-with-gradient-correction/},
}

@inproceedings{neurips2022_flamby_64458,
  title = {{FLamby: Datasets and Benchmarks for Cross-Silo Federated Learning in Realistic Healthcare Settings}},
  booktitle = {Advances in Neural Information Processing Systems (NeurIPS)},
  year = {2022},
  url = {https://nips.cc/virtual/2022/poster/55738},
}

@inproceedings{aaai2023_securing_4631,
  title = {{Securing Secure Aggregation: Mitigating Multi-Round Privacy Leakage in Federated Learning}},
  booktitle = {AAAI Conference on Artificial Intelligence (AAAI)},
  year = {2023},
  url = {https://ojs.aaai.org/index.php/AAAI/article/view/26177},
}

@inproceedings{aaai2023_industry_3907,
  title = {{Industry-Scale Orchestrated Federated Learning for Drug Discovery}},
  booktitle = {AAAI Conference on Artificial Intelligence (AAAI)},
  year = {2023},
  url = {https://ojs.aaai.org/index.php/AAAI/article/view/26847},
}

@inproceedings{aaai2023_win_4973,
  title = {{Win-Win: A Privacy-Preserving Federated Framework for Dual-Target Cross-Domain Recommendation}},
  booktitle = {AAAI Conference on Artificial Intelligence (AAAI)},
  year = {2023},
  url = {https://ojs.aaai.org/index.php/AAAI/article/view/25531},
}

@inproceedings{aaai2024_no_6779,
  title = {{No Prejudice! Fair Federated Graph Neural Networks for Personalized Recommendation}},
  booktitle = {AAAI Conference on Artificial Intelligence (AAAI)},
  year = {2024},
  url = {https://ojs.aaai.org/index.php/AAAI/article/view/28950},
}

@inproceedings{aaai2025_federated_9182,
  title = {{Federated Unlearning with Gradient Descent and Conflict Mitigation}},
  booktitle = {AAAI Conference on Artificial Intelligence (AAAI)},
  year = {2025},
  url = {https://ojs.aaai.org/index.php/AAAI/article/view/34181},
}

@inproceedings{cvpr2025_unlearning_28018,
  title = {{Unlearning through Knowledge Overwriting: Reversible Federated Unlearning via Selective Sparse Adapter}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2025},
  url = {https://cvpr.thecvf.com/virtual/2025/poster/35107},
}

@inproceedings{aaai2023_incentive_3898,
  title = {{Incentive-Boosted Federated Crowdsourcing}},
  booktitle = {AAAI Conference on Artificial Intelligence (AAAI)},
  year = {2023},
  url = {https://ojs.aaai.org/index.php/AAAI/article/view/25744},
}

@inproceedings{cvpr2024_data_23109,
  title = {{Data Valuation and Detections in Federated Learning}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2024},
  url = {https://cvpr.thecvf.com/virtual/2024/poster/29393},
}

@inproceedings{iclr2022_improving_30921,
  title = {{Improving Federated Learning Face Recognition via Privacy-Agnostic Clusters}},
  booktitle = {International Conference on Learning Representations (ICLR)},
  year = {2022},
  url = {https://iclr.cc/virtual/2022/poster/6471},
}

@inproceedings{aaai2024_lr_6409,
  title = {{LR-XFL: Logical Reasoning-Based Explainable Federated Learning}},
  booktitle = {AAAI Conference on Artificial Intelligence (AAAI)},
  year = {2024},
  url = {https://ojs.aaai.org/index.php/AAAI/article/view/30179},
}

@inproceedings{cvpr2025_not_27074,
  title = {{NoT: Federated Unlearning via Weight Negation}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2025},
  url = {https://cvpr.thecvf.com/virtual/2025/poster/34029},
}

@inproceedings{aaai2024_fedcompetitors_5987,
  title = {{FedCompetitors: Harmonious Collaboration in Federated Learning with Competing Participants}},
  booktitle = {AAAI Conference on Artificial Intelligence (AAAI)},
  year = {2024},
  url = {https://ojs.aaai.org/index.php/AAAI/article/view/29446},
}

@inproceedings{aaai2024_a_5057,
  title = {{A Privacy Preserving Federated Learning (PPFL) Based Cognitive Digital Twin (CDT) Framework for Smart Cities}},
  booktitle = {AAAI Conference on Artificial Intelligence (AAAI)},
  year = {2024},
  url = {https://ojs.aaai.org/index.php/AAAI/article/view/30400},
}

@inproceedings{aaai2024_task_7501,
  title = {{Task-Agnostic Privacy-Preserving Representation Learning for Federated Learning against Attribute Inference Attacks}},
  booktitle = {AAAI Conference on Artificial Intelligence (AAAI)},
  year = {2024},
  url = {https://ojs.aaai.org/index.php/AAAI/article/view/28965},
}

@inproceedings{aaai2025_mfl_9846,
  title = {{MFL-Owner: Ownership Protection for Multi-modal Federated Learning via Orthogonal Transform Watermark}},
  booktitle = {AAAI Conference on Artificial Intelligence (AAAI)},
  year = {2025},
  url = {https://ojs.aaai.org/index.php/AAAI/article/view/32313},
}

@inproceedings{aaai2024_hifi_6201,
  title = {{HiFi-Gas: Hierarchical Federated Learning Incentive Mechanism Enhanced Gas Usage Estimation}},
  booktitle = {AAAI Conference on Artificial Intelligence (AAAI)},
  year = {2024},
  url = {https://ojs.aaai.org/index.php/AAAI/article/view/30317},
}

@inproceedings{aaai2025_federated_9177,
  title = {{Federated Graph Condensation with Information Bottleneck Principles}},
  booktitle = {AAAI Conference on Artificial Intelligence (AAAI)},
  year = {2025},
  url = {https://ojs.aaai.org/index.php/AAAI/article/view/33417},
}

@inproceedings{aaai2024_ppidsg_6903,
  title = {{PPIDSG: A Privacy-Preserving Image Distribution Sharing Scheme with GAN in Federated Learning}},
  booktitle = {AAAI Conference on Artificial Intelligence (AAAI)},
  year = {2024},
  url = {https://ojs.aaai.org/index.php/AAAI/article/view/29339},
}

@inproceedings{aaai2024_general_6108,
  title = {{General Commerce Intelligence: Glocally Federated NLP-Based Engine for Privacy-Preserving and Sustainable Personalized Services of Multi-Merchants}},
  booktitle = {AAAI Conference on Artificial Intelligence (AAAI)},
  year = {2024},
  url = {https://ojs.aaai.org/index.php/AAAI/article/view/30309},
}

@inproceedings{aaai2025_reputation_10523,
  title = {{Reputation-aware Revenue Allocation for Auction-based Federated Learning}},
  booktitle = {AAAI Conference on Artificial Intelligence (AAAI)},
  year = {2025},
  url = {https://ojs.aaai.org/index.php/AAAI/article/view/34296},
}

@inproceedings{aaai2025_ebs_8859,
  title = {{EBS-CFL: Efficient and Byzantine-robust Secure Clustered Federated Learning}},
  booktitle = {AAAI Conference on Artificial Intelligence (AAAI)},
  year = {2025},
  url = {https://ojs.aaai.org/index.php/AAAI/article/view/34046},
}

@inproceedings{aaai2025_enhancing_8986,
  title = {{Enhancing Privacy in the Early Detection of Sexual Predators Through Federated Learning and Differential Privacy}},
  booktitle = {AAAI Conference on Artificial Intelligence (AAAI)},
  year = {2025},
  url = {https://ojs.aaai.org/index.php/AAAI/article/view/35005},
}

@inproceedings{neurips2024_ferrari_72727,
  title = {{Ferrari: Federated Feature Unlearning via Optimizing Feature Sensitivity}},
  booktitle = {Advances in Neural Information Processing Systems (NeurIPS)},
  year = {2024},
  url = {https://neurips.cc/virtual/2024/poster/94662},
}

@inproceedings{aaai2025_scalable_10683,
  title = {{Scalable and Trustworthy Learning in Heterogeneous Networks}},
  booktitle = {AAAI Conference on Artificial Intelligence (AAAI)},
  year = {2025},
  url = {https://ojs.aaai.org/index.php/AAAI/article/view/35110},
}

@inproceedings{neurips2024_fact_71566,
  title = {{FACT or Fiction: Can Truthful Mechanisms Eliminate Federated Free Riding?}},
  booktitle = {Advances in Neural Information Processing Systems (NeurIPS)},
  year = {2024},
  url = {https://neurips.cc/virtual/2024/poster/95703},
}