| Sociodynamics-inspired Adaptive Coalition and Client Selection in Federated Learning | Jun 3, 2025 | Federated LearningPrivacy Preserving | —Unverified | 0 |
| FlowerTune: A Cross-Domain Benchmark for Federated Fine-Tuning of Large Language Models | Jun 3, 2025 | BenchmarkingDomain Adaptation | —Unverified | 0 |
| Privacy-Preserving Federated Convex Optimization: Balancing Partial-Participation and Efficiency via Noise Cancellation | Jun 3, 2025 | Computational EfficiencyFederated Learning | —Unverified | 0 |
| Computation- and Communication-Efficient Online FL for Resource-Constrained Aerial Vehicles | Jun 3, 2025 | Edge-computingFederated Learning | —Unverified | 0 |
| Recursive Privacy-Preserving Estimation Over Markov Fading Channels | Jun 3, 2025 | Privacy PreservingState Estimation | —Unverified | 0 |
| Mitigating Disparate Impact of Differentially Private Learning through Bounded Adaptive Clipping | Jun 2, 2025 | Privacy Preserving | —Unverified | 0 |
| SMOTE-DP: Improving Privacy-Utility Tradeoff with Synthetic Data | Jun 2, 2025 | Privacy PreservingSynthetic Data Generation | —Unverified | 0 |
| Designing DSIC Mechanisms for Data Sharing in the Era of Large Language Models | Jun 1, 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 |
| PAKTON: A Multi-Agent Framework for Question Answering in Long Legal Agreements | May 31, 2025 | Privacy PreservingQuestion Answering | CodeCode Available | 1 |
