| MedAgentGym: Training LLM Agents for Code-Based Medical Reasoning at Scale | Jun 4, 2025 | BenchmarkingLanguage Modeling | —Unverified | 0 |
| Learning to Diagnose Privately: DP-Powered LLMs for Radiology Report Classification | Jun 4, 2025 | Privacy Preserving | —Unverified | 0 |
| Sociodynamics-inspired Adaptive Coalition and Client Selection in Federated Learning | Jun 3, 2025 | Federated LearningPrivacy Preserving | —Unverified | 0 |
| Recursive Privacy-Preserving Estimation Over Markov Fading Channels | Jun 3, 2025 | Privacy PreservingState Estimation | —Unverified | 0 |
| FlowerTune: A Cross-Domain Benchmark for Federated Fine-Tuning of Large Language Models | Jun 3, 2025 | BenchmarkingDomain Adaptation | —Unverified | 0 |
| Computation- and Communication-Efficient Online FL for Resource-Constrained Aerial Vehicles | Jun 3, 2025 | Edge-computingFederated Learning | —Unverified | 0 |
| Privacy-Preserving Federated Convex Optimization: Balancing Partial-Participation and Efficiency via Noise Cancellation | Jun 3, 2025 | Computational EfficiencyFederated Learning | —Unverified | 0 |
| Towards Generalizable Drowsiness Monitoring with Physiological Sensors: A Preliminary Study | Jun 3, 2025 | Privacy Preserving | —Unverified | 0 |
| SMOTE-DP: Improving Privacy-Utility Tradeoff with Synthetic Data | Jun 2, 2025 | Privacy PreservingSynthetic Data Generation | —Unverified | 0 |
| Mitigating Disparate Impact of Differentially Private Learning through Bounded Adaptive Clipping | Jun 2, 2025 | Privacy Preserving | —Unverified | 0 |
