| Federated Learning with GAN-based Data Synthesis for Non-IID Clients | Jun 11, 2022 | Federated LearningGenerative Adversarial Network | —Unverified | 0 |
| A Survey on Participant Selection for Federated Learning in Mobile Networks | Jul 8, 2022 | Federated LearningPrivacy Preserving | —Unverified | 0 |
| A Survey of Zero-Knowledge Proof Based Verifiable Machine Learning | Feb 25, 2025 | Privacy Preserving | —Unverified | 0 |
| Federated Learning with Layer Skipping: Efficient Training of Large Language Models for Healthcare NLP | Apr 13, 2025 | Federated LearningNER | —Unverified | 0 |
| Federated Learning for ICD Classification with Lightweight Models and Pretrained Embeddings | Jul 3, 2025 | Code ClassificationFederated Learning | —Unverified | 0 |
| Federated Learning without Revealing the Decision Boundaries | Mar 1, 2021 | Federated LearningPrivacy Preserving | —Unverified | 0 |
| Federated Learning with Privacy-Preserving Ensemble Attention Distillation | Oct 16, 2022 | Federated Learningimage-classification | —Unverified | 0 |
| Federated Learning for Computationally-Constrained Heterogeneous Devices: A Survey | Jul 18, 2023 | Federated LearningPrivacy Preserving | —Unverified | 0 |
| Data collaboration analysis for distributed datasets | Feb 20, 2019 | Privacy Preserving | —Unverified | 0 |
| A Survey of What to Share in Federated Learning: Perspectives on Model Utility, Privacy Leakage, and Communication Efficiency | Jul 20, 2023 | Federated LearningPrivacy Preserving | —Unverified | 0 |
| Declarative Privacy-Preserving Inference Queries | Jan 22, 2024 | Federated LearningManagement | —Unverified | 0 |
| Federated Mixture-of-Expert for Non-Overlapped Cross-Domain Sequential Recommendation | Mar 17, 2025 | Federated LearningPrivacy Preserving | —Unverified | 0 |
| Data-driven Regularized Inference Privacy | Oct 10, 2020 | Decision MakingDomain Adaptation | —Unverified | 0 |
| Federated Multi-View Learning for Private Medical Data Integration and Analysis | May 4, 2021 | Data IntegrationFederated Learning | —Unverified | 0 |
| Federated Nearest Neighbor Machine Translation | Feb 23, 2023 | Federated LearningMachine Translation | —Unverified | 0 |
| Federated Neural Collaborative Filtering | Jun 2, 2021 | Collaborative FilteringFederated Learning | —Unverified | 0 |
| FederatedNILM: A Distributed and Privacy-preserving Framework for Non-intrusive Load Monitoring based on Federated Deep Learning | Aug 8, 2021 | Deep LearningFederated Learning | —Unverified | 0 |
| A Deep Dive into Fairness, Bias, Threats, and Privacy in Recommender Systems: Insights and Future Research | Sep 19, 2024 | FairnessPrivacy Preserving | —Unverified | 0 |
| Federated Learning for Commercial Image Sources | Jul 17, 2025 | Federated Learningimage-classification | —Unverified | 0 |
| Federated Learning for Clinical Structured Data: A Benchmark Comparison of Engineering and Statistical Approaches | Nov 6, 2023 | Federated LearningPrivacy Preserving | —Unverified | 0 |
| Federated Orthogonal Training: Mitigating Global Catastrophic Forgetting in Continual Federated Learning | Sep 3, 2023 | Continual LearningFederated Learning | —Unverified | 0 |
| Cross-device Federated Learning for Mobile Health Diagnostics: A First Study on COVID-19 Detection | Mar 13, 2023 | DiagnosticFederated Learning | —Unverified | 0 |
| Federated Privacy-preserving Collaborative Filtering for On-Device Next App Prediction | Feb 5, 2023 | Collaborative FilteringFederated Learning | —Unverified | 0 |
| Data Optimisation for a Deep Learning Recommender System | Jun 21, 2021 | Deep LearningPrivacy Preserving | —Unverified | 0 |
| Federated Learning Empowered by Generative Content | Dec 10, 2023 | DiversityFederated Learning | —Unverified | 0 |
