FLIX: A Simple and Communication-Efficient Alternative to Local Methods in Federated Learning Nov 22, 2021 Distributed Optimization Federated Learning
— Unverified FLMarket: Enabling Privacy-preserved Pre-training Data Pricing for Federated Learning Nov 18, 2024 Federated Learning Privacy Preserving
— Unverified FL-NTK: A Neural Tangent Kernel-based Framework for Federated Learning Convergence Analysis May 11, 2021 Federated Learning
— Unverified Floating-floating point: a highly accurate number representation with flexible Counting ranges Sep 22, 2024 Federated Learning
— Unverified FLoBC: A Decentralized Blockchain-Based Federated Learning Framework Dec 22, 2021 BIG-bench Machine Learning Federated Learning
— Unverified FLock: Defending Malicious Behaviors in Federated Learning with Blockchain Nov 5, 2022 Data Poisoning Federated Learning
— Unverified FLOP: Federated Learning on Medical Datasets using Partial Networks Feb 10, 2021 Deep Learning Federated Learning
— Unverified FLoRA: Single-shot Hyper-parameter Optimization for Federated Learning Dec 15, 2021 Federated Learning
— Unverified FLoRIST: Singular Value Thresholding for Efficient and Accurate Federated Fine-Tuning of Large Language Models Jun 10, 2025 Federated Learning parameter-efficient fine-tuning
— Unverified FlowerTune: A Cross-Domain Benchmark for Federated Fine-Tuning of Large Language Models Jun 3, 2025 Benchmarking Domain Adaptation
— Unverified Flow-FL: Data-Driven Federated Learning for Spatio-Temporal Predictions in Multi-Robot Systems Oct 16, 2020 Federated Learning Trajectory Forecasting
— Unverified FLRA: A Reference Architecture for Federated Learning Systems Jun 22, 2021 BIG-bench Machine Learning Federated Learning
— Unverified FLShield: A Validation Based Federated Learning Framework to Defend Against Poisoning Attacks Aug 10, 2023 Autonomous Vehicles Federated Learning
— Unverified FLSTRA: Federated Learning in Stratosphere Feb 1, 2023 Federated Learning
— Unverified FLSys: Toward an Open Ecosystem for Federated Learning Mobile Apps Nov 17, 2021 Activity Recognition Data Augmentation
— Unverified FL-TAC: Enhanced Fine-Tuning in Federated Learning via Low-Rank, Task-Specific Adapter Clustering Apr 23, 2024 Clustering Federated Learning
— Unverified FLTG: Byzantine-Robust Federated Learning via Angle-Based Defense and Non-IID-Aware Weighting May 19, 2025 Federated Learning
— Unverified FLTrojan: Privacy Leakage Attacks against Federated Language Models Through Selective Weight Tampering Oct 24, 2023 Federated Learning Language Modeling
— Unverified FLUE: Federated Learning with Un-Encrypted model weights Jul 26, 2024 Federated Learning FLUE
— Unverified Fluent: Round-efficient Secure Aggregation for Private Federated Learning Mar 10, 2024 Federated Learning
— Unverified Fluid Antenna Enabled Over-the-Air Federated Learning: Joint Optimization of Positioning, Beamforming, and User Selection Feb 17, 2025 Federated Learning Stochastic Optimization
— Unverified Fluid Democracy in Federated Data Aggregation Jul 3, 2025 Federated Learning
— Unverified FLVoogd: Robust And Privacy Preserving Federated Learning Jun 24, 2022 Federated Learning image-classification
— Unverified Collaborative Multi-source Domain Adaptation Through Optimal Transport Apr 9, 2024 Domain Adaptation Federated Learning
— Unverified FMLFS: A Federated Multi-Label Feature Selection Based on Information Theory in IoT Environment May 1, 2024 feature selection Federated Learning
— Unverified FMore: An Incentive Scheme of Multi-dimensional Auction for Federated Learning in MEC Feb 22, 2020 Edge-computing Federated Learning
— Unverified FOCUS: Dealing with Label Quality Disparity in Federated Learning Jan 29, 2020 Federated Learning Privacy Preserving
— Unverified FOCUS: Fairness via Agent-Awareness for Federated Learning on Heterogeneous Data Jul 21, 2022 Fairness Federated Learning
— Unverified Foreseeing Reconstruction Quality of Gradient Inversion: An Optimization Perspective Dec 19, 2023 Federated Learning
— Unverified Forget-SVGD: Particle-Based Bayesian Federated Unlearning Nov 23, 2021 Bayesian Inference Federated Learning
— Unverified Forgetting Through Transforming: Enabling Federated Unlearning via Class-Aware Representation Transformation Oct 9, 2024 Contrastive Learning Federated Learning
— Unverified FORLA:Federated Object-centric Representation Learning with Slot Attention Jun 3, 2025 Decoder Federated Learning
— Unverified Formal Logic Enabled Personalized Federated Learning Through Property Inference Jan 15, 2024 Federated Learning Formal Logic
— Unverified Formal Logic-guided Robust Federated Learning against Poisoning Attacks Nov 5, 2024 Federated Learning Formal Logic
— Unverified Fortifying Federated Learning Towards Trustworthiness via Auditable Data Valuation and Verifiable Client Contribution Jan 1, 2025 Data Poisoning Data Valuation
— Unverified FPGA-Based Hardware Accelerator of Homomorphic Encryption for Efficient Federated Learning Jul 21, 2020 Federated Learning High-Level Synthesis
— Unverified Fractional Order Distributed Optimization Dec 3, 2024 Distributed Optimization Federated Learning
— Unverified Framework Construction of an Adversarial Federated Transfer Learning Classifier Nov 9, 2022 Classification Diagnostic
— Unverified FRAMU: Attention-based Machine Unlearning using Federated Reinforcement Learning Sep 19, 2023 Computational Efficiency Federated Learning
— Unverified F-RBA: A Federated Learning-based Framework for Risk-based Authentication Dec 16, 2024 Anomaly Detection Feature Engineering
— Unverified Free Lunch for Federated Remote Sensing Target Fine-Grained Classification: A Parameter-Efficient Framework Jan 3, 2024 Federated Learning
— Unverified Free Privacy Protection for Wireless Federated Learning: Enjoy It or Suffer from It? Jun 15, 2025 Federated Learning
— Unverified Free-Rider and Conflict Aware Collaboration Formation for Cross-Silo Federated Learning Oct 25, 2024 Federated Learning
— Unverified Free-Rider Games for Federated Learning with Selfish Clients in NextG Wireless Networks Dec 21, 2022 Federated Learning
— Unverified Free-riders in Federated Learning: Attacks and Defenses Nov 28, 2019 Anomaly Detection Federated Learning
— Unverified FreqFed: A Frequency Analysis-Based Approach for Mitigating Poisoning Attacks in Federated Learning Dec 7, 2023 Federated Learning image-classification
— Unverified Frequency Modulation Aggregation for Federated Learning Jun 28, 2023 Federated Learning
— Unverified FRESCO: Federated Reinforcement Energy System for Cooperative Optimization Mar 27, 2024 Federated Learning
— Unverified FRIDA: Free-Rider Detection using Privacy Attacks Oct 7, 2024 Federated Learning
— Unverified Combating Client Dropout in Federated Learning via Friend Model Substitution May 26, 2022 Federated Learning
— Unverified 