FedSyn: Synthetic Data Generation using Federated Learning Mar 11, 2022 BIG-bench Machine Learning Federated Learning
— Unverified FedSynthCT-Brain: A Federated Learning Framework for Multi-Institutional Brain MRI-to-CT Synthesis Dec 9, 2024 Federated Learning SSIM
— Unverified FedSynth: Gradient Compression via Synthetic Data in Federated Learning Apr 4, 2022 Federated Learning Model Compression
— Unverified FedTAD: Topology-aware Data-free Knowledge Distillation for Subgraph Federated Learning Apr 22, 2024 Data-free Knowledge Distillation Federated Learning
— Unverified FedTDP: A Privacy-Preserving and Unified Framework for Trajectory Data Preparation via Federated Learning May 8, 2025 Federated Learning Privacy Preserving
— Unverified FedTherapist: Mental Health Monitoring with User-Generated Linguistic Expressions on Smartphones via Federated Learning Oct 25, 2023 Federated Learning Language Modeling
— Unverified FedTilt: Towards Multi-Level Fairness-Preserving and Robust Federated Learning Mar 15, 2025 Fairness Federated Learning
— Unverified Distributed Pruning Towards Tiny Neural Networks in Federated Learning Dec 5, 2022 Federated Learning Network Pruning
— Unverified FedTLU: Federated Learning with Targeted Layer Updates Dec 23, 2024 Federated Learning Language Modeling
— Unverified FedToken: Tokenized Incentives for Data Contribution in Federated Learning Sep 20, 2022 Federated Learning
— Unverified FedTracker: Furnishing Ownership Verification and Traceability for Federated Learning Model Nov 14, 2022 Continual Learning Federated Learning
— Unverified FedTrans: Efficient Federated Learning via Multi-Model Transformation Apr 21, 2024 Federated Learning
— Unverified FedTrees: A Novel Computation-Communication Efficient Federated Learning Framework Investigated in Smart Grids Sep 30, 2022 energy management Ensemble Learning
— Unverified FedTriNet: A Pseudo Labeling Method with Three Players for Federated Semi-supervised Learning Sep 12, 2021 Federated Learning
— Unverified Identifying the Truth of Global Model: A Generic Solution to Defend Against Byzantine and Backdoor Attacks in Federated Learning (full version) Nov 17, 2023 Federated Learning Model Poisoning
— Unverified FedTSA: A Cluster-based Two-Stage Aggregation Method for Model-heterogeneous Federated Learning Jul 6, 2024 Federated Learning
— Unverified FedTune: A Deep Dive into Efficient Federated Fine-Tuning with Pre-trained Transformers Nov 15, 2022 Federated Learning Language Modelling
— Unverified FedUD: Exploiting Unaligned Data for Cross-Platform Federated Click-Through Rate Prediction Jul 26, 2024 Click-Through Rate Prediction Federated Learning
— Unverified FedUHB: Accelerating Federated Unlearning via Polyak Heavy Ball Method Nov 17, 2024 Federated Learning
— Unverified FedUV: Uniformity and Variance for Heterogeneous Federated Learning Feb 27, 2024 Federated Learning
— Unverified FedVAE: Trajectory privacy preserving based on Federated Variational AutoEncoder Jul 12, 2024 Federated Learning Privacy Preserving
— Unverified FedVARP: Tackling the Variance Due to Partial Client Participation in Federated Learning Jul 28, 2022 Federated Learning
— Unverified FedVCK: Non-IID Robust and Communication-Efficient Federated Learning via Valuable Condensed Knowledge for Medical Image Analysis Dec 24, 2024 Contrastive Learning Federated Learning
— Unverified FedVeca: Federated Vectorized Averaging on Non-IID Data with Adaptive Bi-directional Global Objective Sep 28, 2022 Federated Learning
— Unverified FedVLMBench: Benchmarking Federated Fine-Tuning of Vision-Language Models Jun 11, 2025 Benchmarking Federated Learning
— Unverified FedVMR: A New Federated Learning method for Video Moment Retrieval Oct 28, 2022 Federated Learning Moment Retrieval
— Unverified FedV: Privacy-Preserving Federated Learning over Vertically Partitioned Data Mar 5, 2021 Federated Learning Privacy Preserving
— Unverified FedVS: Straggler-Resilient and Privacy-Preserving Vertical Federated Learning for Split Models Apr 26, 2023 Federated Learning Privacy Preserving
— Unverified Fedward: Flexible Federated Backdoor Defense Framework with Non-IID Data Jul 1, 2023 backdoor defense Clustering
— Unverified FedWOA: A Federated Learning Model that uses the Whale Optimization Algorithm for Renewable Energy Prediction Sep 19, 2023 Federated Learning Prediction
— Unverified FedWSIDD: Federated Whole Slide Image Classification via Dataset Distillation Jun 18, 2025 Classification Dataset Distillation
— Unverified FedX: Adaptive Model Decomposition and Quantization for IoT Federated Learning Apr 17, 2025 Federated Learning Quantization
— Unverified FedXGBoost: Privacy-Preserving XGBoost for Federated Learning Jun 20, 2021 Federated Learning Privacy Preserving
— Unverified FedYolo: Augmenting Federated Learning with Pretrained Transformers Jul 10, 2023 Federated Learning
— Unverified FedZeN: Towards superlinear zeroth-order federated learning via incremental Hessian estimation Sep 29, 2023 Federated Learning Privacy Preserving
— Unverified Learning to Specialize: Joint Gating-Expert Training for Adaptive MoEs in Decentralized Settings Jun 14, 2023 Diversity Federated Learning
— Unverified FedZKP: Federated Model Ownership Verification with Zero-knowledge Proof May 8, 2023 Federated Learning
— Unverified FedZKT: Zero-Shot Knowledge Transfer towards Resource-Constrained Federated Learning with Heterogeneous On-Device Models Sep 8, 2021 Federated Learning Transfer Learning
— Unverified Fed-ZOE: Communication-Efficient Over-the-Air Federated Learning via Zeroth-Order Estimation Dec 21, 2024 Computational Efficiency Federated Learning
— Unverified FEL: High Capacity Learning for Recommendation and Ranking via Federated Ensemble Learning Jun 7, 2022 Ensemble Learning Federated Learning
— Unverified Federated Learning with Heterogeneous Differential Privacy Oct 28, 2021 Federated Learning Privacy Preserving
— Unverified FetchSGD: Communication-Efficient Federated Learning with Sketching Jul 15, 2020 Federated Learning
— Unverified FEVERLESS: Fast and Secure Vertical Federated Learning based on XGBoost for Decentralized Labels Sep 29, 2021 Federated Learning Vertical Federated Learning
— Unverified FewFedWeight: Few-shot Federated Learning Framework across Multiple NLP Tasks Dec 16, 2022 Federated Learning Few-Shot Learning
— Unverified Few-Round Learning for Federated Learning Jan 1, 2021 Federated Learning Few-Shot Learning
— Unverified Few-Shot Generation of Brain Tumors for Secure and Fair Data Sharing Mar 31, 2025 Brain Tumor Segmentation Data Augmentation
— Unverified FGAD: Self-boosted Knowledge Distillation for An Effective Federated Graph Anomaly Detection Framework Feb 20, 2024 Anomaly Detection Federated Learning
— Unverified FGLP: A Federated Fine-Grained Location Prediction System for Mobile Users Jun 13, 2021 Federated Learning Prediction
— Unverified FheFL: Fully Homomorphic Encryption Friendly Privacy-Preserving Federated Learning with Byzantine Users Jun 8, 2023 Data Poisoning Federated Learning
— Unverified Filling the Missing: Exploring Generative AI for Enhanced Federated Learning over Heterogeneous Mobile Edge Devices Oct 21, 2023 Data Augmentation Federated Learning
— Unverified 