FedNE: Surrogate-Assisted Federated Neighbor Embedding for Dimensionality Reduction Sep 17, 2024 Dimensionality Reduction Federated Learning
— Unverified FeDiSa: A Semi-asynchronous Federated Learning Framework for Power System Fault and Cyberattack Discrimination Mar 28, 2023 Federated Learning Intrusion Detection
— Unverified FedBlockHealth: A Synergistic Approach to Privacy and Security in IoT-Enabled Healthcare through Federated Learning and Blockchain Apr 16, 2023 Computational Efficiency Federated Learning
— Unverified Fed-Joint: Joint Modeling of Nonlinear Degradation Signals and Failure Events for Remaining Useful Life Prediction using Federated Learning Mar 17, 2025 Federated Learning
— Unverified FedBlock: A Blockchain Approach to Federated Learning against Backdoor Attacks Nov 5, 2024 backdoor defense Federated Learning
— Unverified FedKBP: Federated dose prediction framework for knowledge-based planning in radiation therapy Aug 17, 2024 Federated Learning Model Optimization
— Unverified Communication-Efficient Agnostic Federated Averaging Apr 6, 2021 Federated Learning Language Modeling
— Unverified FedKD: Communication Efficient Federated Learning via Knowledge Distillation Aug 30, 2021 Federated Learning Knowledge Distillation
— Unverified A Reinforcement Learning-Based Approach to Graph Discovery in D2D-Enabled Federated Learning Aug 7, 2023 Federated Learning Reinforcement Learning (RL)
— Unverified FedBiP: Heterogeneous One-Shot Federated Learning with Personalized Latent Diffusion Models Oct 7, 2024 Federated Learning
— Unverified A Federated Approach to Few-Shot Hate Speech Detection for Marginalized Communities Dec 6, 2024 Federated Learning Few-Shot Learning
— Unverified A Convergence Theory for Federated Average: Beyond Smoothness Nov 3, 2022 Edge-computing Federated Learning
— Unverified FedNet2Net: Saving Communication and Computations in Federated Learning with Model Growing Jul 19, 2022 Federated Learning
— Unverified FEDLAD: Federated Evaluation of Deep Leakage Attacks and Defenses Nov 5, 2024 Federated Learning Privacy Preserving
— Unverified FedLALR: Client-Specific Adaptive Learning Rates Achieve Linear Speedup for Non-IID Data Sep 18, 2023 Federated Learning Scheduling
— Unverified Layer-wise and Dimension-wise Locally Adaptive Federated Learning Oct 1, 2021 Federated Learning
— Unverified Fed-LDR: Federated Local Data-infused Graph Creation with Node-centric Model Refinement Nov 7, 2024 Federated Learning
— Unverified FedNILM: Applying Federated Learning to NILM Applications at the Edge Jun 7, 2021 Federated Learning Model Compression
— Unverified Exploiting Label Skewness for Spiking Neural Networks in Federated Learning Dec 23, 2024 Federated Learning Knowledge Distillation
— Unverified FedLE: Federated Learning Client Selection with Lifespan Extension for Edge IoT Networks Feb 14, 2023 Federated Learning Privacy Preserving
— Unverified Communication Efficient Adaptive Model-Driven Quantum Federated Learning Jun 5, 2025 Federated Learning
— Unverified FedBIAD: Communication-Efficient and Accuracy-Guaranteed Federated Learning with Bayesian Inference-Based Adaptive Dropout Jul 14, 2023 Bayesian Inference Federated Learning
— Unverified A Real-time Contribution Measurement Method for Participants in Federated Learning Sep 28, 2020 Federated Learning
— Unverified FedLGA: Towards System-Heterogeneity of Federated Learning via Local Gradient Approximation Dec 22, 2021 Federated Learning
— Unverified Distributed Learning for Wi-Fi AP Load Prediction Apr 22, 2024 Federated Learning Knowledge Distillation
— Unverified FedLite: A Scalable Approach for Federated Learning on Resource-constrained Clients Jan 28, 2022 Federated Learning
— Unverified Fed-BEV: A Federated Learning Framework for Modelling Energy Consumption of Battery Electric Vehicles Aug 5, 2021 energy management Federated Learning
— Unverified FedBEns: One-Shot Federated Learning based on Bayesian Ensemble Mar 19, 2025 Bayesian Inference Federated Learning
— Unverified Distributed Learning in Wireless Networks: Recent Progress and Future Challenges Apr 5, 2021 Decision Making Federated Learning
— Unverified Federated Neuro-Symbolic Learning Aug 29, 2023 Bilevel Optimization Federated Learning
— Unverified FedLog: Personalized Federated Classification with Less Communication and More Flexibility Jul 11, 2024 Bayesian Inference Federated Learning
— Unverified pFedLoRA: Model-Heterogeneous Personalized Federated Learning with LoRA Tuning Oct 20, 2023 Federated Learning Personalized Federated Learning
— Unverified Distributed Learning on Heterogeneous Resource-Constrained Devices Jun 9, 2020 Federated Learning Reinforcement Learning (RL)
— Unverified Communication Efficiency Optimization of Federated Learning for Computing and Network Convergence of 6G Networks Nov 28, 2023 Federated Learning
— Unverified FedBayes: A Zero-Trust Federated Learning Aggregation to Defend Against Adversarial Attacks Dec 4, 2023 Data Poisoning Federated Learning
— Unverified FedBA: Non-IID Federated Learning Framework in UAV Networks Oct 10, 2022 Federated Learning
— Unverified Distributed Learning with Low Communication Cost via Gradient Boosting Untrained Neural Network Nov 10, 2020 Federated Learning
— Unverified FedMABA: Towards Fair Federated Learning through Multi-Armed Bandits Allocation Oct 26, 2024 Fairness Federated Learning
— Unverified Communication Efficiency in Federated Learning: Achievements and Challenges Jul 23, 2021 BIG-bench Machine Learning Federated Learning
— Unverified FedMAC: Tackling Partial-Modality Missing in Federated Learning with Cross-Modal Aggregation and Contrastive Regularization Oct 4, 2024 Federated Learning
— Unverified FedMAE: Federated Self-Supervised Learning with One-Block Masked Auto-Encoder Mar 20, 2023 Federated Learning Image Reconstruction
— Unverified FedMap: Iterative Magnitude-Based Pruning for Communication-Efficient Federated Learning Jun 27, 2024 Federated Learning
— Unverified Distributed Machine Learning for Wireless Communication Networks: Techniques, Architectures, and Applications Dec 2, 2020 BIG-bench Machine Learning Cloud Computing
— Unverified FedCM: A Real-time Contribution Measurement Method for Participants in Federated Learning Sep 8, 2020 Federated Learning
— Unverified AFed: Algorithmic Fair Federated Learning Jan 6, 2025 Fairness Federated Learning
— Unverified FedMCP: Parameter-Efficient Federated Learning with Model-Contrastive Personalization Aug 28, 2024 Federated Learning parameter-efficient fine-tuning
— Unverified FedBaF: Federated Learning Aggregation Biased by a Foundation Model Oct 24, 2024 Federated Learning Language Modeling
— Unverified Communication-Computation Efficient Secure Aggregation for Federated Learning Dec 10, 2020 Federated Learning Privacy Preserving
— Unverified FedBABU: Toward Enhanced Representation for Federated Image Classification Sep 29, 2021 Classification Federated Learning
— Unverified Communication Compression for Distributed Learning without Control Variates Dec 5, 2024 Federated Learning Privacy Preserving
— Unverified 