| Privately Learning from Graphs with Applications in Fine-tuning Large Language Models | Oct 10, 2024 | Computational EfficiencyPrivacy Preserving | CodeCode Available | 0 |
| Evaluating Differentially Private Synthetic Data Generation in High-Stakes Domains | Oct 10, 2024 | FairnessPrivacy Preserving | —Unverified | 0 |
| MIRACLE 3D: Memory-efficient Integrated Robust Approach for Continual Learning on Point Clouds via Shape Model construction | Oct 8, 2024 | 3D Object ClassificationContinual Learning | —Unverified | 0 |
| De-VertiFL: A Solution for Decentralized Vertical Federated Learning | Oct 8, 2024 | Federated LearningPrivacy Preserving | —Unverified | 0 |
| KnowledgeSG: Privacy-Preserving Synthetic Text Generation with Knowledge Distillation from Server | Oct 8, 2024 | Federated LearningKnowledge Distillation | CodeCode Available | 0 |
| Federated Learning Nodes Can Reconstruct Peers' Image Data | Oct 7, 2024 | Federated LearningPrivacy Preserving | —Unverified | 0 |
| Federated brain tumor segmentation: an extensive benchmark | Oct 7, 2024 | Brain Tumor SegmentationFederated Learning | —Unverified | 0 |
| FELLAS: Enhancing Federated Sequential Recommendation with LLM as External Services | Oct 7, 2024 | Contrastive LearningPrivacy Preserving | —Unverified | 0 |
| 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 |
| A Global Medical Data Security and Privacy Preserving Standards Identification Framework for Electronic Healthcare Consumers | Oct 4, 2024 | DescriptivePrivacy Preserving | —Unverified | 0 |
