| Designing DSIC Mechanisms for Data Sharing in the Era of Large Language Models | Jun 1, 2025 | Privacy Preserving | —Unverified | 0 |
| Blockchain-Enabled Privacy-Preserving Second-Order Federated Edge Learning in Personalized Healthcare | May 31, 2025 | Federated LearningPrivacy Preserving | —Unverified | 0 |
| Blockchain Powered Edge Intelligence for U-Healthcare in Privacy Critical and Time Sensitive Environment | May 31, 2025 | Privacy Preserving | —Unverified | 0 |
| Towards Graph-Based Privacy-Preserving Federated Learning: ModelNet -- A ResNet-based Model Classification Dataset | May 31, 2025 | Federated Learningimage-classification | —Unverified | 0 |
| Assortment of Attention Heads: Accelerating Federated PEFT with Head Pruning and Strategic Client Selection | May 31, 2025 | Federated Learningparameter-efficient fine-tuning | —Unverified | 0 |
| Towards Unified Modeling in Federated Multi-Task Learning via Subspace Decoupling | May 30, 2025 | Multi-Task LearningPrivacy Preserving | —Unverified | 0 |
| Federated Foundation Model for GI Endoscopy Images | May 30, 2025 | modelPrivacy Preserving | —Unverified | 0 |
| Position: Federated Foundation Language Model Post-Training Should Focus on Open-Source Models | May 29, 2025 | Federated LearningLanguage Modeling | —Unverified | 0 |
| Buffer-free Class-Incremental Learning with Out-of-Distribution Detection | May 29, 2025 | class-incremental learningClass Incremental Learning | —Unverified | 0 |
| Comparative analysis of privacy-preserving open-source LLMs regarding extraction of diagnostic information from clinical CMR imaging reports | May 29, 2025 | DescriptiveDiagnostic | —Unverified | 0 |
