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| Towards Privacy-Preserving and Personalized Smart Homes via Tailored Small Language Models | Jul 10, 2025 | Privacy PreservingSmall Language Model | —Unverified | 0 |
| An Enhanced Privacy-preserving Federated Few-shot Learning Framework for Respiratory Disease Diagnosis | Jul 10, 2025 | DiagnosticFew-Shot Learning | —Unverified | 0 |
| Sparse Self-Federated Learning for Energy Efficient Cooperative Intelligence in Society 5.0 | Jul 10, 2025 | Federated LearningPrivacy Preserving | —Unverified | 0 |
| HLF-FSL. A Decentralized Federated Split Learning Solution for IoT on Hyperledger Fabric | Jul 10, 2025 | Federated LearningPrivacy Preserving | —Unverified | 0 |
| Balancing the Past and Present: A Coordinated Replay Framework for Federated Class-Incremental Learning | Jul 10, 2025 | class-incremental learningClass Incremental Learning | —Unverified | 0 |
| Quantum Federated Learning for Multimodal Data: A Modality-Agnostic Approach | Jul 10, 2025 | Federated LearningPrivacy Preserving | —Unverified | 0 |
| Leveraging the Spatial Hierarchy: Coarse-to-fine Trajectory Generation via Cascaded Hybrid Diffusion | Jul 8, 2025 | DenoisingPrivacy Preserving | —Unverified | 0 |
| DESIGN: Encrypted GNN Inference via Server-Side Input Graph Pruning | Jul 8, 2025 | Privacy Preserving | —Unverified | 0 |
