| FedCTR: Federated Native Ad CTR Prediction with Multi-Platform User Behavior Data | Jul 23, 2020 | Click-Through Rate PredictionPrediction | CodeCode Available | 0 | 5 |
| Federated Domain Generalization via Prompt Learning and Aggregation | Nov 15, 2024 | Domain GeneralizationPrivacy Preserving | CodeCode Available | 0 | 5 |
| Feasibility Study of Multi-Site Split Learning for Privacy-Preserving Medical Systems under Data Imbalance Constraints in COVID-19, X-Ray, and Cholesterol Dataset | Feb 21, 2022 | Privacy Preserving | CodeCode Available | 0 | 5 |
| Bigger But Not Better: Small Neural Language Models Outperform Large Language Models in Detection of Thought Disorder | Mar 25, 2025 | DiagnosticPrivacy Preserving | CodeCode Available | 0 | 5 |
| FastLloyd: Federated, Accurate, Secure, and Tunable k-Means Clustering with Differential Privacy | May 3, 2024 | ClusteringConstrained Clustering | CodeCode Available | 0 | 5 |
| FedAH: Aggregated Head for Personalized Federated Learning | Dec 2, 2024 | Federated LearningPersonalized Federated Learning | CodeCode Available | 0 | 5 |
| FairVFL: A Fair Vertical Federated Learning Framework with Contrastive Adversarial Learning | Jun 7, 2022 | FairnessFederated Learning | CodeCode Available | 0 | 5 |
| Adversarial representation learning for private speech generation | Jun 16, 2020 | Privacy PreservingRepresentation Learning | CodeCode Available | 0 | 5 |
| FairFML: Fair Federated Machine Learning with a Case Study on Reducing Gender Disparities in Cardiac Arrest Outcome Prediction | Oct 7, 2024 | FairnessFederated Learning | CodeCode Available | 0 | 5 |
| FedCAP: Robust Federated Learning via Customized Aggregation and Personalization | Oct 16, 2024 | Anomaly DetectionFederated Learning | CodeCode Available | 0 | 5 |
