| FedNew: A Communication-Efficient and Privacy-Preserving Newton-Type Method for Federated Learning | Jun 17, 2022 | Federated LearningPrivacy Preserving | CodeCode Available | 1 |
| A federated graph neural network framework for privacy-preserving personalization | Jun 2, 2022 | Federated LearningGraph Neural Network | CodeCode Available | 1 |
| Can Foundation Models Help Us Achieve Perfect Secrecy? | May 27, 2022 | Federated LearningIn-Context Learning | CodeCode Available | 1 |
| GeoPointGAN: Synthetic Spatial Data with Local Label Differential Privacy | May 18, 2022 | ManagementPrivacy Preserving | CodeCode Available | 1 |
| Label-Efficient Self-Supervised Federated Learning for Tackling Data Heterogeneity in Medical Imaging | May 17, 2022 | Federated LearningMedical Image Analysis | CodeCode Available | 1 |
| Privacy-Preserving Model Upgrades with Bidirectional Compatible Training in Image Retrieval | Apr 29, 2022 | Image RetrievalPrivacy Preserving | CodeCode Available | 1 |
| Federated Learning on Heterogeneous and Long-Tailed Data via Classifier Re-Training with Federated Features | Apr 28, 2022 | Federated LearningPrivacy Preserving | CodeCode Available | 1 |
| Exploring the Distributed Knowledge Congruence in Proxy-data-free Federated Distillation | Apr 14, 2022 | Federated LearningPrivacy Preserving | CodeCode Available | 1 |
| FedCorr: Multi-Stage Federated Learning for Label Noise Correction | Apr 10, 2022 | Federated LearningPrivacy Preserving | CodeCode Available | 1 |
| Production of Categorical Data Verifying Differential Privacy: Conception and Applications to Machine Learning | Apr 2, 2022 | BIG-bench Machine LearningPrivacy Preserving | CodeCode Available | 1 |
