Edge-Native Intelligence for 6G Communications Driven by Federated Learning: A Survey of Trends and Challenges Nov 14, 2021 Federated Learning Survey
— Unverified 0 Edge Selection and Clustering for Federated Learning in Optical Inter-LEO Satellite Constellation Mar 25, 2023 Clustering Earth Observation
— Unverified 0 eFedDNN: Ensemble based Federated Deep Neural Networks for Trajectory Mode Inference May 11, 2022 Federated Learning Privacy Preserving
— Unverified 0 eFedLLM: Efficient LLM Inference Based on Federated Learning Nov 24, 2024 Federated Learning
— Unverified 0 Effective and Efficient Cross-City Traffic Knowledge Transfer: A Privacy-Preserving Perspective Mar 15, 2025 Federated Learning Imputation
— Unverified 0 Effective and Efficient Federated Tree Learning on Hybrid Data Oct 18, 2023 Federated Learning
— Unverified 0 Effective and secure federated online learning to rank Dec 26, 2024 Federated Learning Learning-To-Rank
— Unverified 0 Effective Federated Adaptive Gradient Methods with Non-IID Decentralized Data Sep 14, 2020 Edge-computing Federated Learning
— Unverified 0 Effectively Heterogeneous Federated Learning: A Pairing and Split Learning Based Approach Aug 26, 2023 Federated Learning Privacy Preserving
— Unverified 0 Effect of Homomorphic Encryption on the Performance of Training Federated Learning Generative Adversarial Networks Jul 1, 2022 Federated Learning Generative Adversarial Network
— Unverified 0 EFFGAN: Ensembles of fine-tuned federated GANs Jun 23, 2022 Federated Learning
— Unverified 0 Efficient Adaptive Federated Optimization Oct 10, 2024 Federated Learning
— Unverified 0 Efficient Adaptive Federated Optimization of Federated Learning for IoT Jun 23, 2022 Federated Learning Privacy Preserving
— Unverified 0 Efficient and Light-Weight Federated Learning via Asynchronous Distributed Dropout Oct 28, 2022 Federated Learning
— Unverified 0 Efficient and Privacy Preserving Group Signature for Federated Learning Jul 12, 2022 Federated Learning Privacy Preserving
— Unverified 0 Efficient and Private Federated Learning with Partially Trainable Networks Oct 6, 2021 Federated Learning
— Unverified 0 Efficient and Reliable Overlay Networks for Decentralized Federated Learning Dec 12, 2021 Federated Learning Generalization Bounds
— Unverified 0 Efficient and Secure Federated Learning for Financial Applications Mar 15, 2023 Federated Learning
— Unverified 0 Efficient Asynchronous Federated Learning with Sparsification and Quantization Dec 23, 2023 Federated Learning Quantization
— Unverified 0 Efficient Batch Homomorphic Encryption for Vertically Federated XGBoost Dec 8, 2021 Federated Learning Quantization
— Unverified 0 Efficient Classification of SARS-CoV-2 Spike Sequences Using Federated Learning Feb 17, 2023 Federated Learning Privacy Preserving
— Unverified 0 Efficient Client Contribution Evaluation for Horizontal Federated Learning Feb 26, 2021 Federated Learning
— Unverified 0 Efficient Client Selection in Federated Learning Jan 25, 2025 Anomaly Detection Federated Learning
— Unverified 0 Efficient Cluster Selection for Personalized Federated Learning: A Multi-Armed Bandit Approach Oct 29, 2023 Federated Learning Personalized Federated Learning
— Unverified 0 Efficient Collaborations through Weight-Driven Coalition Dynamics in Federated Learning Systems Jan 22, 2024 Federated Learning
— Unverified 0 Efficient Conformal Prediction under Data Heterogeneity Dec 25, 2023 Conformal Prediction Federated Learning
— Unverified 0 Efficient Core-selecting Incentive Mechanism for Data Sharing in Federated Learning Sep 21, 2023 Federated Learning
— Unverified 0 Efficient Cross-Domain Federated Learning by MixStyle Approximation Dec 12, 2023 Federated Learning Privacy Preserving
— Unverified 0 Efficient Data Distribution Estimation for Accelerated Federated Learning Jun 3, 2024 Federated Learning Privacy Preserving
— Unverified 0 Efficient Data Valuation Approximation in Federated Learning: A Sampling-based Approach Apr 23, 2025 Data Valuation Federated Learning
— Unverified 0 Efficient Deployment of Large Language Models on Resource-constrained Devices Jan 5, 2025 Federated Learning parameter-efficient fine-tuning
— Unverified 0 Efficient Device Scheduling with Multi-Job Federated Learning Dec 11, 2021 Bayesian Optimization Fairness
— Unverified 0 Efficient Differentially Private Secure Aggregation for Federated Learning via Hardness of Learning with Errors Dec 13, 2021 Edge-computing Federated Learning
— Unverified 0 Efficient Federated Finetuning of Tiny Transformers with Resource-Constrained Devices Nov 12, 2024 Federated Learning
— Unverified 0 Efficient Federated Learning for AIoT Applications Using Knowledge Distillation Nov 29, 2021 Federated Learning Knowledge Distillation
— Unverified 0 Efficient Federated Learning over Multiple Access Channel with Differential Privacy Constraints May 15, 2020 Federated Learning Quantization
— Unverified 0 Efficient Federated Learning Using Dynamic Update and Adaptive Pruning with Momentum on Shared Server Data Aug 11, 2024 Federated Learning
— Unverified 0 Efficient Federated Learning via Local Adaptive Amended Optimizer with Linear Speedup Jul 30, 2023 Federated Learning
— Unverified 0 Efficient Federated Learning with Heterogeneous Data and Adaptive Dropout Jul 14, 2025 Federated Learning
— Unverified 0 Efficient Federated Learning with Encrypted Data Sharing for Data-Heterogeneous Edge Devices Jun 25, 2025 Federated Learning
— Unverified 0 Efficient Federated Learning with Enhanced Privacy via Lottery Ticket Pruning in Edge Computing May 2, 2023 Edge-computing Federated Learning
— Unverified 0 Efficient Federated Learning with Spike Neural Networks for Traffic Sign Recognition May 28, 2022 Federated Learning Privacy Preserving
— Unverified 0 Efficient Federated Learning with Timely Update Dissemination Jul 8, 2025 Federated Learning
— Unverified 0 Efficient Federated Split Learning for Large Language Models over Communication Networks Apr 20, 2025 Federated Learning parameter-efficient fine-tuning
— Unverified 0 Efficient Federated Unlearning with Adaptive Differential Privacy Preservation Nov 17, 2024 Federated Learning
— Unverified 0 Efficient Fully Distributed Federated Learning with Adaptive Local Links Mar 23, 2022 Autonomous Vehicles Federated Learning
— Unverified 0 Efficient Image Representation Learning with Federated Sampled Softmax Mar 9, 2022 Descriptive Federated Learning
— Unverified 0 Efficient Language Model Architectures for Differentially Private Federated Learning Mar 12, 2024 Computational Efficiency Federated Learning
— Unverified 0 Efficiently Achieving Secure Model Training and Secure Aggregation to Ensure Bidirectional Privacy-Preservation in Federated Learning Dec 16, 2024 Federated Learning Privacy Preserving
— Unverified 0 Efficiently Assemble Normalization Layers and Regularization for Federated Domain Generalization Mar 22, 2024 Domain Generalization Federated Learning
— Unverified 0 