| Position: On-Premises LLM Deployment Demands a Middle Path: Preserving Privacy Without Sacrificing Model Confidentiality | Oct 15, 2024 | PositionPrivacy Preserving | CodeCode Available | 0 | 5 |
| Arbitrary Decisions are a Hidden Cost of Differentially Private Training | Feb 28, 2023 | Privacy Preserving | CodeCode Available | 0 | 5 |
| Federated Split GANs | Jul 4, 2022 | AttributePrivacy Preserving | CodeCode Available | 0 | 5 |
| Federated Semantic Learning for Privacy-preserving Cross-domain Recommendation | Mar 29, 2025 | Privacy PreservingRecommendation Systems | CodeCode Available | 0 | 5 |
| Federated Spectral Graph Transformers Meet Neural Ordinary Differential Equations for Non-IID Graphs | Apr 16, 2025 | Federated LearningFraud Detection | CodeCode Available | 0 | 5 |
| Federated Stain Normalization for Computational Pathology | Sep 29, 2022 | DiversityFederated Learning | CodeCode Available | 0 | 5 |
| A generic framework for privacy preserving deep learning | Nov 9, 2018 | Deep LearningFederated Learning | CodeCode Available | 0 | 5 |
| A Privacy-Preserving Walk in the Latent Space of Generative Models for Medical Applications | Jul 6, 2023 | Privacy Preserving | CodeCode Available | 0 | 5 |
| A Privacy-Preserving Unsupervised Speaker Disentanglement Method for Depression Detection from Speech | Feb 28, 2024 | De-identificationDepression Detection | CodeCode Available | 0 | 5 |
| FedPCL-CDR: A Federated Prototype-based Contrastive Learning Framework for Privacy-Preserving Cross-domain Recommendation | Sep 5, 2024 | Contrastive LearningFederated Learning | CodeCode Available | 0 | 5 |
| Federated Survival Forests | Feb 6, 2023 | Federated LearningMissing Values | CodeCode Available | 0 | 5 |
| Federated Learning with Reduced Information Leakage and Computation | Oct 10, 2023 | Federated LearningPrivacy Preserving | CodeCode Available | 0 | 5 |
| Federated Learning for Time-Series Healthcare Sensing with Incomplete Modalities | May 20, 2024 | Computational EfficiencyFederated Learning | CodeCode Available | 0 | 5 |
| A Framework for Evaluating Privacy-Utility Trade-off in Vertical Federated Learning | Sep 8, 2022 | Federated LearningPrivacy Preserving | CodeCode Available | 0 | 5 |
| FLStore: Efficient Federated Learning Storage for non-training workloads | Mar 1, 2025 | Federated LearningPrivacy Preserving | CodeCode Available | 0 | 5 |
| Federated Causal Inference from Observational Data | Aug 24, 2023 | Causal InferenceFederated Learning | CodeCode Available | 0 | 5 |
| A Survey on Federated Learning Systems: Vision, Hype and Reality for Data Privacy and Protection | Jul 23, 2019 | BIG-bench Machine LearningFederated Learning | CodeCode Available | 0 | 5 |
| Federated Motor Imagery Classification for Privacy-Preserving Brain-Computer Interfaces | Dec 2, 2024 | Brain Computer InterfaceEEG | CodeCode Available | 0 | 5 |
| FedSKC: Federated Learning with Non-IID Data via Structural Knowledge Collaboration | May 25, 2025 | Contrastive LearningEdge-computing | CodeCode Available | 0 | 5 |
| Federated Gaussian Process: Convergence, Automatic Personalization and Multi-fidelity Modeling | Nov 28, 2021 | Privacy Preserving | CodeCode Available | 0 | 5 |
| Federated Frank-Wolfe Algorithm | Aug 19, 2024 | Federated LearningPrivacy Preserving | CodeCode Available | 0 | 5 |
| Federated Classification in Hyperbolic Spaces via Secure Aggregation of Convex Hulls | Aug 14, 2023 | Federated Learninggraph partitioning | CodeCode Available | 0 | 5 |
| Federated Collaborative Filtering for Privacy-Preserving Personalized Recommendation System | Jan 29, 2019 | BIG-bench Machine LearningCollaborative Filtering | CodeCode Available | 0 | 5 |
| Federated Domain Generalization via Prompt Learning and Aggregation | Nov 15, 2024 | Domain GeneralizationPrivacy Preserving | CodeCode Available | 0 | 5 |
| FedCTR: Federated Native Ad CTR Prediction with Multi-Platform User Behavior Data | Jul 23, 2020 | Click-Through Rate PredictionPrediction | CodeCode Available | 0 | 5 |
