Communication-Efficient Hybrid Federated Learning for E-health with Horizontal and Vertical Data Partitioning Apr 15, 2024 Federated Learning Vertical Federated Learning
— Unverified A Federated Learning-based Lightweight Network with Zero Trust for UAV Authentication Jul 7, 2025 Federated Learning
— Unverified Accelerating Federated Learning by Selecting Beneficial Herd of Local Gradients Mar 25, 2024 Federated Learning
— Unverified A State Alignment-Centric Approach to Federated System Identification: The FedAlign Framework Mar 15, 2025 Federated Learning State Space Models
— Unverified FedDriveScore: Federated Scoring Driving Behavior with a Mixture of Metric Distributions Jan 13, 2024 Fairness Federated Learning
— Unverified Joint Model Pruning and Resource Allocation for Wireless Time-triggered Federated Learning Aug 3, 2024 Federated Learning
— Unverified Communication-Efficient Framework for Distributed Image Semantic Wireless Transmission Aug 7, 2023 Federated Learning Semantic Communication
— Unverified FedDPGAN: Federated Differentially Private Generative Adversarial Networks Framework for the Detection of COVID-19 Pneumonia Apr 26, 2021 Federated Learning Generative Adversarial Network
— Unverified FedDM: Iterative Distribution Matching for Communication-Efficient Federated Learning Jul 20, 2022 Federated Learning image-classification
— Unverified Assortment of Attention Heads: Accelerating Federated PEFT with Head Pruning and Strategic Client Selection May 31, 2025 Federated Learning parameter-efficient fine-tuning
— Unverified Federated Crowdsensing: Framework and Challenges Nov 6, 2020 Federated Learning
— Unverified Federated Deep Equilibrium Learning: Harnessing Compact Global Representations to Enhance Personalization Sep 27, 2023 Federated Learning Information Retrieval
— Unverified Federated Deep Subspace Clustering Dec 31, 2024 Clustering Federated Learning
— Unverified FedDMF: Privacy-Preserving User Attribute Prediction using Deep Matrix Factorization Dec 24, 2023 Attribute Federated Learning
— Unverified FedDKD: Federated Learning with Decentralized Knowledge Distillation May 2, 2022 Federated Learning Knowledge Distillation
— Unverified Communication-Efficient Federated Low-Rank Update Algorithm and its Connection to Implicit Regularization Sep 19, 2024 Federated Learning
— Unverified Communication-Efficient Federated Learning by Quantized Variance Reduction for Heterogeneous Wireless Edge Networks Jan 20, 2025 Federated Learning Quantization
— Unverified A Snapshot of the Frontiers of Client Selection in Federated Learning Sep 27, 2022 Federated Learning Privacy Preserving
— Unverified FedDP: Privacy-preserving method based on federated learning for histopathology image segmentation Nov 7, 2024 Federated Learning Image Segmentation
— Unverified FedDQ: Communication-Efficient Federated Learning with Descending Quantization Oct 5, 2021 Federated Learning Model Compression
— Unverified A Federated Learning-based Industrial Health Prognostics for Heterogeneous Edge Devices using Matched Feature Extraction May 13, 2023 Federated Learning Privacy Preserving
— Unverified FedDistill: Global Model Distillation for Local Model De-Biasing in Non-IID Federated Learning Apr 14, 2024 Federated Learning model
— Unverified FedDis: Disentangled Federated Learning for Unsupervised Brain Pathology Segmentation Mar 5, 2021 Anatomy Anomaly Detection
— Unverified FedDRL: A Trustworthy Federated Learning Model Fusion Method Based on Staged Reinforcement Learning Jul 25, 2023 Federated Learning
— Unverified FedDRL: Deep Reinforcement Learning-based Adaptive Aggregation for Non-IID Data in Federated Learning Aug 4, 2022 Deep Reinforcement Learning Fairness
— Unverified FedDRO: Federated Compositional Optimization for Distributionally Robust Learning Nov 21, 2023 Federated Learning
— Unverified FedDiscrete: A Secure Federated Learning Algorithm Against Weight Poisoning Sep 29, 2021 Federated Learning
— Unverified FedDrop: Trajectory-weighted Dropout for Efficient Federated Learning Sep 29, 2021 Federated Learning
— Unverified FedDR – Randomized Douglas-Rachford Splitting Algorithms for Nonconvex Federated Composite Optimization Dec 1, 2021 Federated Learning
— Unverified FedDr+: Stabilizing Dot-regression with Global Feature Distillation for Federated Learning Jun 4, 2024 Federated Learning regression
— Unverified FedDTG:Federated Data-Free Knowledge Distillation via Three-Player Generative Adversarial Networks Jan 10, 2022 Data-free Knowledge Distillation Federated Learning
— Unverified FedDTPT: Federated Discrete and Transferable Prompt Tuning for Black-Box Large Language Models Nov 1, 2024 Federated Learning Semantic Similarity
— Unverified Communication-Efficient Multimodal Federated Learning: Joint Modality and Client Selection Jan 30, 2024 Federated Learning
— Unverified FedDUAP: Federated Learning with Dynamic Update and Adaptive Pruning Using Shared Data on the Server Apr 25, 2022 Federated Learning
— Unverified Communication-Efficient On-Device Machine Learning: Federated Distillation and Augmentation under Non-IID Private Data Nov 28, 2018 BIG-bench Machine Learning Federated Learning
— Unverified Federated Cubic Regularized Newton Learning with Sparsification-amplified Differential Privacy Aug 8, 2024 Federated Learning
— Unverified FedDyMem: Efficient Federated Learning with Dynamic Memory and Memory-Reduce for Unsupervised Image Anomaly Detection Feb 28, 2025 Anomaly Detection Federated Learning
— Unverified FedEAT: A Robustness Optimization Framework for Federated LLMs Feb 17, 2025 Federated Learning Natural Language Understanding
— Unverified Entropy-driven Fair and Effective Federated Learning Jan 29, 2023 Fairness Federated Learning
— Unverified A Simple Data Augmentation for Feature Distribution Skewed Federated Learning Jun 14, 2023 Data Augmentation Federated Learning
— Unverified FedECADO: A Dynamical System Model of Federated Learning Oct 13, 2024 Distributed Optimization Federated Learning
— Unverified Fed-EC: Bandwidth-Efficient Clustering-Based Federated Learning For Autonomous Visual Robot Navigation Nov 6, 2024 Federated Learning Robot Navigation
— Unverified FedED: Federated Learning via Ensemble Distillation for Medical Relation Extraction Nov 1, 2020 Federated Learning Knowledge Distillation
— Unverified FedEdge AI-TC: A Semi-supervised Traffic Classification Method based on Trusted Federated Deep Learning for Mobile Edge Computing Aug 14, 2023 Edge-computing Federated Learning
— Unverified FedEFC: Federated Learning Using Enhanced Forward Correction Against Noisy Labels Apr 8, 2025 Federated Learning Privacy Preserving
— Unverified FedEFM: Federated Endovascular Foundation Model with Unseen Data Jan 28, 2025 Federated Learning Knowledge Distillation
— Unverified Federated attention consistent learning models for prostate cancer diagnosis and Gleason grading Feb 13, 2023 Contrastive Learning Ethics
— Unverified FedDiSC: A Computation-efficient Federated Learning Framework for Power Systems Disturbance and Cyber Attack Discrimination Apr 7, 2023 Federated Learning Privacy Preserving
— Unverified A SER-based Device Selection Mechanism in Multi-bits Quantization Federated Learning Apr 20, 2024 Federated Learning Quantization
— Unverified Mitigating Data Absence in Federated Learning Using Privacy-Controllable Data Digests Oct 3, 2022 Federated Learning
— Unverified 