| Towards hyperparameter-free optimization with differential privacy | Mar 2, 2025 | Privacy Preserving | —Unverified | 0 |
| Asynchronous Personalized Federated Learning through Global Memorization | Mar 1, 2025 | Federated LearningMemorization | —Unverified | 0 |
| FLStore: Efficient Federated Learning Storage for non-training workloads | Mar 1, 2025 | Federated LearningPrivacy Preserving | CodeCode Available | 0 |
| Differentially Private Recursive Least Squares Estimation for ARX Systems with Multi-Participants | Feb 28, 2025 | Privacy Preservingregression | —Unverified | 0 |
| FedMentalCare: Towards Privacy-Preserving Fine-Tuned LLMs to Analyze Mental Health Status Using Federated Learning Framework | Feb 27, 2025 | Computational EfficiencyFederated Learning | —Unverified | 0 |
| Model-Free Privacy Preserving Power Flow Analysis in Distribution Networks | Feb 27, 2025 | Incremental LearningPrivacy Preserving | —Unverified | 0 |
| Chemical knowledge-informed framework for privacy-aware retrosynthesis learning | Feb 26, 2025 | Privacy PreservingRetrosynthesis | —Unverified | 0 |
| On the Privacy-Preserving Properties of Spiking Neural Networks with Unique Surrogate Gradients and Quantization Levels | Feb 25, 2025 | Privacy PreservingQuantization | —Unverified | 0 |
| H-FLTN: A Privacy-Preserving Hierarchical Framework for Electric Vehicle Spatio-Temporal Charge Prediction | Feb 25, 2025 | Demand ForecastingFederated Learning | —Unverified | 0 |
| Differentially Private Iterative Screening Rules for Linear Regression | Feb 25, 2025 | Privacy Preservingregression | —Unverified | 0 |