| Prompt-enhanced Federated Content Representation Learning for Cross-domain Recommendation | Jan 26, 2024 | Federated LearningPrivacy Preserving | CodeCode Available | 1 |
| Towards Real-World Blind Face Restoration with Generative Diffusion Prior | Dec 25, 2023 | Blind Face RestorationPrivacy Preserving | CodeCode Available | 1 |
| TraceFL: Interpretability-Driven Debugging in Federated Learning via Neuron Provenance | Dec 21, 2023 | Explainable ModelsFault localization | CodeCode Available | 1 |
| FedA3I: Annotation Quality-Aware Aggregation for Federated Medical Image Segmentation against Heterogeneous Annotation Noise | Dec 20, 2023 | Federated LearningImage Segmentation | CodeCode Available | 1 |
| FedSSA: Semantic Similarity-based Aggregation for Efficient Model-Heterogeneous Personalized Federated Learning | Dec 14, 2023 | Computational EfficiencyFederated Learning | CodeCode Available | 1 |
| Language-Guided Transformer for Federated Multi-Label Classification | Dec 12, 2023 | ClassificationFederated Learning | CodeCode Available | 1 |
| Federated Learning with Diffusion Models for Privacy-Sensitive Vision Tasks | Nov 28, 2023 | Federated LearningImage Generation | CodeCode Available | 1 |
| A Survey on Vulnerability of Federated Learning: A Learning Algorithm Perspective | Nov 27, 2023 | Federated LearningPrivacy Preserving | CodeCode Available | 1 |
| DP-OPT: Make Large Language Model Your Privacy-Preserving Prompt Engineer | Nov 27, 2023 | In-Context LearningLanguage Modeling | CodeCode Available | 1 |
| DPSUR: Accelerating Differentially Private Stochastic Gradient Descent Using Selective Update and Release | Nov 23, 2023 | Privacy Preserving | CodeCode Available | 1 |
