| FedQP: Towards Accurate Federated Learning using Quadratic Programming Guided Mutation | Nov 24, 2024 | Federated LearningPrivacy Preserving | —Unverified | 0 |
| FedRBE -- a decentralized privacy-preserving federated batch effect correction tool for omics data based on limma | Dec 8, 2024 | Federated LearningMissing Values | —Unverified | 0 |
| FedREP: A Byzantine-Robust, Communication-Efficient and Privacy-Preserving Framework for Federated Learning | Mar 9, 2023 | Federated LearningPrivacy Preserving | —Unverified | 0 |
| FedRepOpt: Gradient Re-parametrized Optimizers in Federated Learning | Sep 24, 2024 | Federated LearningPrivacy Preserving | —Unverified | 0 |
| FedREP: Towards Horizontal Federated Load Forecasting for Retail Energy Providers | Mar 1, 2022 | Federated LearningLoad Forecasting | —Unverified | 0 |
| FedSampling: A Better Sampling Strategy for Federated Learning | Jun 25, 2023 | Federated LearningPrivacy Preserving | —Unverified | 0 |
| FedSat: A Statistical Aggregation Approach for Class Imbalanced Clients in Federated Learning | Jul 4, 2024 | Federated LearningPrivacy Preserving | —Unverified | 0 |
| FedSEAL: Semi-Supervised Federated Learning with Self-Ensemble Learning and Negative Learning | Oct 15, 2021 | Ensemble LearningFederated Learning | —Unverified | 0 |
| FedSeg: Class-Heterogeneous Federated Learning for Semantic Segmentation | Jan 1, 2023 | Contrastive LearningFederated Learning | —Unverified | 0 |
| FedSKD: Aggregation-free Model-heterogeneous Federated Learning using Multi-dimensional Similarity Knowledge Distillation | Mar 23, 2025 | Federated LearningKnowledge Distillation | —Unverified | 0 |
| FedSmart: An Auto Updating Federated Learning Optimization Mechanism | Sep 16, 2020 | Federated LearningPrivacy Preserving | —Unverified | 0 |
| FedSpaLLM: Federated Pruning of Large Language Models | Oct 18, 2024 | Federated LearningPrivacy Preserving | —Unverified | 0 |
| FedSPLIT: One-Shot Federated Recommendation System Based on Non-negative Joint Matrix Factorization and Knowledge Distillation | May 4, 2022 | Collaborative FilteringFederated Learning | —Unverified | 0 |
| FedSTaS: Client Stratification and Client Level Sampling for Efficient Federated Learning | Dec 18, 2024 | Federated LearningPrivacy Preserving | —Unverified | 0 |
| FedST: Secure Federated Shapelet Transformation for Time Series Classification | Feb 21, 2023 | ClassificationFederated Learning | —Unverified | 0 |
| FedSyn: Synthetic Data Generation using Federated Learning | Mar 11, 2022 | BIG-bench Machine LearningFederated Learning | —Unverified | 0 |
| FedTDP: A Privacy-Preserving and Unified Framework for Trajectory Data Preparation via Federated Learning | May 8, 2025 | Federated LearningPrivacy Preserving | —Unverified | 0 |
| FedTherapist: Mental Health Monitoring with User-Generated Linguistic Expressions on Smartphones via Federated Learning | Oct 25, 2023 | Federated LearningLanguage Modeling | —Unverified | 0 |
| FedUD: Exploiting Unaligned Data for Cross-Platform Federated Click-Through Rate Prediction | Jul 26, 2024 | Click-Through Rate PredictionFederated Learning | —Unverified | 0 |
| FedVAE: Trajectory privacy preserving based on Federated Variational AutoEncoder | Jul 12, 2024 | Federated LearningPrivacy Preserving | —Unverified | 0 |
| FedVLMBench: Benchmarking Federated Fine-Tuning of Vision-Language Models | Jun 11, 2025 | BenchmarkingFederated Learning | —Unverified | 0 |
| FedV: Privacy-Preserving Federated Learning over Vertically Partitioned Data | Mar 5, 2021 | Federated LearningPrivacy Preserving | —Unverified | 0 |
| FedVS: Straggler-Resilient and Privacy-Preserving Vertical Federated Learning for Split Models | Apr 26, 2023 | Federated LearningPrivacy Preserving | —Unverified | 0 |
| FedXGBoost: Privacy-Preserving XGBoost for Federated Learning | Jun 20, 2021 | Federated LearningPrivacy Preserving | —Unverified | 0 |
| FedZeN: Towards superlinear zeroth-order federated learning via incremental Hessian estimation | Sep 29, 2023 | Federated LearningPrivacy Preserving | —Unverified | 0 |
