Embedding-Based Federated Data Sharing via Differentially Private Conditional VAEs Jul 3, 2025 Federated Learning
Code Code Available A Client-server Deep Federated Learning for Cross-domain Surgical Image Segmentation Jun 14, 2023 Diagnostic Domain Adaptation
Code Code Available REFOL: Resource-Efficient Federated Online Learning for Traffic Flow Forecasting Nov 21, 2024 Federated Learning
Code Code Available 3FM: Multi-modal Meta-learning for Federated Tasks Dec 15, 2023 Federated Learning Meta-Learning
Code Code Available Regularized Weight Aggregation in Networked Federated Learning for Glioblastoma Segmentation Jan 30, 2023 Federated Learning Position
Code Code Available Multi-Level Additive Modeling for Structured Non-IID Federated Learning May 26, 2024 Additive models Federated Learning
Code Code Available Efficient Vertical Federated Learning Method for Ridge Regression of Large-Scale Samples via Least-Squares Solution Oct 26, 2022 Data Integration Federated Learning
Code Code Available Federated Learning Client Pruning for Noisy Labels Nov 11, 2024 Federated Learning
Code Code Available Federated Learning Beyond the Star: Local D2D Model Consensus with Global Cluster Sampling Sep 7, 2021 Federated Learning
Code Code Available GQFedWAvg: Optimization-Based Quantized Federated Learning in General Edge Computing Systems Jun 13, 2023 Edge-computing Federated Learning
Code Code Available Covariances for Free: Exploiting Mean Distributions for Federated Learning with Pre-Trained Models Dec 18, 2024 Federated Learning
Code Code Available Regularizing and Aggregating Clients with Class Distribution for Personalized Federated Learning Jun 12, 2024 Federated Learning Personalized Federated Learning
Code Code Available Gradient Coreset for Federated Learning Jan 13, 2024 Federated Learning
Code Code Available SemiSFL: Split Federated Learning on Unlabeled and Non-IID Data Jul 29, 2023 Clustering Federated Learning
Code Code Available A Federated Random Forest Solution for Secure Distributed Machine Learning May 12, 2025 Federated Learning Incremental Learning
Code Code Available Federated Learning based on Pruning and Recovery Mar 16, 2024 Federated Learning
Code Code Available Adaptive Gradient-Based Meta-Learning Methods Jun 6, 2019 Federated Learning Few-Shot Learning
Code Code Available CorrFL: Correlation-Based Neural Network Architecture for Unavailability Concerns in a Heterogeneous IoT Environment Jul 22, 2023 Federated Learning
Code Code Available Multi-Modal Federated Learning for Cancer Staging over Non-IID Datasets with Unbalanced Modalities Jan 7, 2024 Federated Learning Medical Image Analysis
Code Code Available Supernet Training for Federated Image Classification under System Heterogeneity Jun 3, 2022 Classification Federated Learning
Code Code Available Gradient Inversion Attacks on Parameter-Efficient Fine-Tuning Jun 4, 2025 Federated Learning parameter-efficient fine-tuning
Code Code Available Efficient Federated Learning against Heterogeneous and Non-stationary Client Unavailability Sep 26, 2024 Federated Learning
Code Code Available Federated Learning Based Multilingual Emoji Prediction In Clean and Attack Scenarios Mar 30, 2023 Federated Learning Prediction
Code Code Available Gradient Leakage Defense with Key-Lock Module for Federated Learning May 6, 2023 Federated Learning Privacy Preserving
Code Code Available Federated Learning and Differential Privacy Techniques on Multi-hospital Population-scale Electrocardiogram Data Apr 26, 2024 ECG Classification Federated Learning
Code Code Available Multimodal Federated Learning with Missing Modality via Prototype Mask and Contrast Dec 21, 2023 Federated Learning
Code Code Available Multimodal Federated Learning With Missing Modalities through Feature Imputation Network May 26, 2025 Federated Learning Imputation
Code Code Available TS-Inverse: A Gradient Inversion Attack Tailored for Federated Time Series Forecasting Models Mar 26, 2025 Federated Learning image-classification
Code Code Available Client-specific Property Inference against Secure Aggregation in Federated Learning Mar 7, 2023 Federated Learning
Code Code Available Client Selection for Federated Learning with Heterogeneous Resources in Mobile Edge Apr 23, 2018 Edge-computing Federated Learning
Code Code Available Client Recruitment for Federated Learning in ICU Length of Stay Prediction Apr 28, 2023 Federated Learning Length-of-Stay prediction
Code Code Available CDMA: A Practical Cross-Device Federated Learning Algorithm for General Minimax Problems May 29, 2021 Federated Learning Generative Adversarial Network
Code Code Available Gradients Stand-in for Defending Deep Leakage in Federated Learning Oct 11, 2024 Federated Learning
Code Code Available CorrFL: Correlation-based Neural Network Architecture for Unavailability Concerns in a Heterogeneous IoT Environment May 23, 2023 Federated Learning Representation Learning
Code Code Available Federated Intelligence for Active Queue Management in Inter-Domain Congestion Jan 8, 2021 Federated Learning Management
Code Code Available FedBChain: A Blockchain-enabled Federated Learning Framework for Improving DeepConvLSTM with Comparative Strategy Insights Jul 31, 2024 Activity Recognition Federated Learning
Code Code Available Suppressing Poisoning Attacks on Federated Learning for Medical Imaging Jul 15, 2022 Federated Learning Outlier Detection
Code Code Available Coresets for Vertical Federated Learning: Regularized Linear Regression and K-Means Clustering Oct 26, 2022 Clustering Federated Learning
Code Code Available GRAIN: Exact Graph Reconstruction from Gradients Mar 3, 2025 Federated Learning Graph Attention
Code Code Available Convergence Analysis of Sequential Federated Learning on Heterogeneous Data Nov 6, 2023 Federated Learning
Code Code Available Reliable Vertical Federated Learning in 5G Core Network Architecture May 21, 2025 Federated Learning Vertical Federated Learning
Code Code Available From Isolation to Collaboration: Federated Class-Heterogeneous Learning for Chest X-Ray Classification Jan 17, 2023 Federated Learning X-ray Classification
Code Code Available Graph Federated Learning for CIoT Devices in Smart Home Applications Dec 29, 2022 Federated Learning Scheduling
Code Code Available Bayesian Nonparametric Federated Learning of Neural Networks May 28, 2019 Federated Learning General Classification
Code Code Available Controlling Participation in Federated Learning with Feedback Nov 28, 2024 Computational Efficiency Federated Learning
Code Code Available Federated Impression for Learning with Distributed Heterogeneous Data Sep 11, 2024 Federated Learning
Code Code Available PPIDSG: A Privacy-Preserving Image Distribution Sharing Scheme with GAN in Federated Learning Dec 16, 2023 Federated Learning Privacy Preserving
Code Code Available Federated Hypergradient Descent Nov 3, 2022 Federated Learning Hyperparameter Optimization
Code Code Available Federated Graph Learning with Structure Proxy Alignment Aug 18, 2024 Federated Learning Fraud Detection
Code Code Available Semi-Federated Learning Mar 28, 2020 Clustering Federated Learning
Code Code Available 