| Personalized Federated Learning with Adaptive Feature Aggregation and Knowledge Transfer | Oct 19, 2024 | Federated LearningPersonalized Federated Learning | —Unverified | 0 |
| Personalized Federated Learning with Hidden Information on Personalized Prior | Nov 19, 2022 | ClassificationFederated Learning | —Unverified | 0 |
| Personalized Graph Federated Learning with Differential Privacy | Jun 10, 2023 | Federated LearningPrivacy Preserving | —Unverified | 0 |
| Dynamic Fusion Strategies for Federated Multimodal Recommendations | Oct 11, 2024 | Multimodal RecommendationPrivacy Preserving | —Unverified | 0 |
| Personalized Language Models via Privacy-Preserving Evolutionary Model Merging | Mar 23, 2025 | Evolutionary AlgorithmsPrivacy Preserving | —Unverified | 0 |
| Personalized Speech Enhancement through Self-Supervised Data Augmentation and Purification | Apr 5, 2021 | Data AugmentationDenoising | —Unverified | 0 |
| Personalizing Federated Learning with Over-the-Air Computations | Feb 24, 2023 | Federated LearningPrivacy Preserving | —Unverified | 0 |
| Personalizing Pre-trained Models | Jun 2, 2021 | Continual LearningFew-Shot Learning | —Unverified | 0 |
| pFedES: Model Heterogeneous Personalized Federated Learning with Feature Extractor Sharing | Nov 12, 2023 | Federated LearningPersonalized Federated Learning | —Unverified | 0 |
| pFedMxF: Personalized Federated Class-Incremental Learning with Mixture of Frequency Aggregation | Jan 1, 2025 | class-incremental learningClass Incremental Learning | —Unverified | 0 |
