Browse State-of-the-Art › Federated Learning › Papers, page 42

Federated Learning

Papers archive 2025-07-28

archive papers tagged: 6,771 · with a code link: 1,815 · where Syntology ran a sample: 457 (380 with a run with no instrument failure, 77 where every run was a failure of Syntology's instrument) Syntology

Show: all tagged papersonly where code ran (457 of 6,771 tagged: 380 with a run with no instrument failure, 77 where every run was a failure of Syntology's instrument)

Page 42 of 68: papers 4,101 to 4,200 of 6,771, in archive order: by repositories listed in the archive (most first), then newest first, not by stars (the archive holds no stars, so PwC's “Social” and “Latest” sorts cannot be reproduced). Papers that list no repository come after every paper that lists one.

Papers without a page here are shown as plain text. A Syntology line reads “N ran (of which C constructed an object rather than computing a result; K with no instrument failure: H honoured, V violated, P with no contract checked; I where Syntology's instrument failed) · U unverified”; the figure “where Syntology's instrument failed” counts failures of Syntology's instrument, not of the code. When the archive marks a repository official for the paper, the line starts with that repository's state (the archive's flag, not a verdict on who wrote the code); hover it for the repositories the samples that ran came from. Abstracts are on each paper's page.

• Preconditioned Federated Learning
  20 Sep 2023 0 repositories listed
• FedWOA: A Federated Learning Model that uses the Whale Optimization Algorithm for Renewable Energy Prediction
  19 Sep 2023 0 repositories listed
• FRAMU: Attention-based Machine Unlearning using Federated Reinforcement Learning
  19 Sep 2023 0 repositories listed
• Privacy Preservation in Artificial Intelligence and Extended Reality (AI-XR) Metaverses: A Survey
  19 Sep 2023 0 repositories listed
• Communication-Efficient Federated Learning via Regularized Sparse Random Networks
  19 Sep 2023 0 repositories listed
• Toward efficient resource utilization at edge nodes in federated learning
  19 Sep 2023 0 repositories listed
• A Multi-Token Coordinate Descent Method for Semi-Decentralized Vertical Federated Learning
  18 Sep 2023 0 repositories listed
• FedLALR: Client-Specific Adaptive Learning Rates Achieve Linear Speedup for Non-IID Data
  18 Sep 2023 0 repositories listed
• Federated Learning in Temporal Heterogeneity
  17 Sep 2023 0 repositories listed
• User Assignment and Resource Allocation for Hierarchical Federated Learning over Wireless Networks
  17 Sep 2023 0 repositories listed
• UNIDEAL: Curriculum Knowledge Distillation Federated Learning
  16 Sep 2023 0 repositories listed
• XFedHunter: An Explainable Federated Learning Framework for Advanced Persistent Threat Detection in SDN
  15 Sep 2023 0 repositories listed
• Client-side Gradient Inversion Against Federated Learning from Poisoning
  14 Sep 2023 0 repositories listed
• FedFNN: Faster Training Convergence Through Update Predictions in Federated Recommender Systems
  14 Sep 2023 0 repositories listed
• Federated PAC-Bayesian Learning on Non-IID data
  13 Sep 2023 0 repositories listed
• Learning From Drift: Federated Learning on Non-IID Data via Drift Regularization
  13 Sep 2023 0 repositories listed
• Mitigating Group Bias in Federated Learning for Heterogeneous Devices
  13 Sep 2023 0 repositories listed
• Tackling the Non-IID Issue in Heterogeneous Federated Learning by Gradient Harmonization
  13 Sep 2023 0 repositories listed
• Energy-Aware Federated Learning with Distributed User Sampling and Multichannel ALOHA
  12 Sep 2023 0 repositories listed
• Federated Learning for Large-Scale Scene Modeling with Neural Radiance Fields
  12 Sep 2023 0 repositories listed
• Advancing Federated Learning in 6G: A Trusted Architecture with Graph-based Analysis
  11 Sep 2023 0 repositories listed
• Towards Federated Learning Under Resource Constraints via Layer-wise Training and Depth Dropout
  11 Sep 2023 0 repositories listed
• Federated Learning Incentive Mechanism under Buyers' Auction Market
  10 Sep 2023 0 repositories listed
• Federated Learning for Early Dropout Prediction on Healthy Ageing Applications
  8 Sep 2023 0 repositories listed
• Privacy Preserving Federated Learning with Convolutional Variational Bottlenecks
  8 Sep 2023 0 repositories listed
• Byzantine-Robust Federated Learning with Variance Reduction and Differential Privacy
  7 Sep 2023 0 repositories listed
• Enabling Intelligent Vehicular Networks Through Distributed Learning in the Non-Terrestrial Networks 6G Vision
  7 Sep 2023 0 repositories listed
• On the dynamics of multi agent nonlinear filtering and learning
  7 Sep 2023 0 repositories listed
• Sparse Federated Training of Object Detection in the Internet of Vehicles
  7 Sep 2023 0 repositories listed
• EdgeFL: A Lightweight Decentralized Federated Learning Framework
  6 Sep 2023 0 repositories listed
• Federated Learning Over Images: Vertical Decompositions and Pre-Trained Backbones Are Difficult to Beat
  6 Sep 2023 0 repositories listed
• Personalized Federated Deep Reinforcement Learning-based Trajectory Optimization for Multi-UAV Assisted Edge Computing
  5 Sep 2023 0 repositories listed
• Communication-Efficient Design of Learning System for Energy Demand Forecasting of Electrical Vehicles
  4 Sep 2023 0 repositories listed
• Composite federated learning with heterogeneous data
  4 Sep 2023 0 repositories listed
• Adaptive Model Pruning and Personalization for Federated Learning over Wireless Networks
  4 Sep 2023 0 repositories listed
• DRAG: Divergence-based Adaptive Aggregation in Federated learning on Non-IID Data
  4 Sep 2023 0 repositories listed
• Federated cINN Clustering for Accurate Clustered Federated Learning
  4 Sep 2023 0 repositories listed
• Secure and Efficient Federated Learning in LEO Constellations using Decentralized Key Generation and On-Orbit Model Aggregation
  4 Sep 2023 0 repositories listed
• A Comparative Evaluation of FedAvg and Per-FedAvg Algorithms for Dirichlet Distributed Heterogeneous Data
  3 Sep 2023 0 repositories listed
• Federated Orthogonal Training: Mitigating Global Catastrophic Forgetting in Continual Federated Learning
  3 Sep 2023 0 repositories listed
• FedFwd: Federated Learning without Backpropagation
  3 Sep 2023 0 repositories listed
• Equitable-FL: Federated Learning with Sparsity for Resource-Constrained Environment
  2 Sep 2023 0 repositories listed
• Advancing Personalized Federated Learning: Group Privacy, Fairness, and Beyond
  1 Sep 2023 0 repositories listed
• Leveraging Learning Metrics for Improved Federated Learning
  1 Sep 2023 0 repositories listed
• Communication-Efficient Decentralized Federated Learning via One-Bit Compressive Sensing
  31 Aug 2023 0 repositories listed
• FedDD: Toward Communication-efficient Federated Learning with Differential Parameter Dropout
  31 Aug 2023 0 repositories listed
• Federated Learning in UAV-Enhanced Networks: Joint Coverage and Convergence Time Optimization
  31 Aug 2023 0 repositories listed
• FTA: Stealthy and Adaptive Backdoor Attack with Flexible Triggers on Federated Learning
  31 Aug 2023 0 repositories listed
• Improving Multiple Sclerosis Lesion Segmentation Across Clinical Sites: A Federated Learning Approach with Noise-Resilient Training
  31 Aug 2023 0 repositories listed
• Learning Driver Models for Automated Vehicles via Knowledge Sharing and Personalization
  31 Aug 2023 0 repositories listed
• Robust Networked Federated Learning for Localization
  31 Aug 2023 0 repositories listed
• FedCiR: Client-Invariant Representation Learning for Federated Non-IID Features
  30 Aug 2023 0 repositories listed
• Efficient Model Personalization in Federated Learning via Client-Specific Prompt Generation
  29 Aug 2023 0 repositories listed
• Federated Neuro-Symbolic Learning
  29 Aug 2023 0 repositories listed
• Adversarial Predictions of Data Distributions Across Federated Internet-of-Things Devices
  28 Aug 2023 0 repositories listed
• Revolutionizing Disease Diagnosis: A Microservices-Based Architecture for Privacy-Preserving and Efficient IoT Data Analytics Using Federated Learning
  27 Aug 2023 0 repositories listed
• Effectively Heterogeneous Federated Learning: A Pairing and Split Learning Based Approach
  26 Aug 2023 0 repositories listed
• FAM: fast adaptive federated meta-learning
  26 Aug 2023 0 repositories listed
• Price-Discrimination Game for Distributed Resource Management in Federated Learning
  26 Aug 2023 0 repositories listed
• Uncovering Promises and Challenges of Federated Learning to Detect Cardiovascular Diseases: A Scoping Literature Review
  26 Aug 2023 0 repositories listed
• DAG-ACFL: Asynchronous Clustered Federated Learning based on DAG-DLT
  25 Aug 2023 0 repositories listed
• Federated Learning in IoT: a Survey from a Resource-Constrained Perspective
  25 Aug 2023 0 repositories listed
• Heterogeneous Federated Learning via Personalized Generative Networks
  25 Aug 2023 0 repositories listed
• REFT: Resource-Efficient Federated Training Framework for Heterogeneous and Resource-Constrained Environments
  25 Aug 2023 0 repositories listed
• A Huber Loss Minimization Approach to Byzantine Robust Federated Learning
  24 Aug 2023 0 repositories listed
• Federated Learning for Computer Vision
  24 Aug 2023 0 repositories listed
• PFL-GAN: When Client Heterogeneity Meets Generative Models in Personalized Federated Learning
  23 Aug 2023 0 repositories listed
• Unsupervised anomalies detection in IIoT edge devices networks using federated learning
  23 Aug 2023 0 repositories listed
• When MiniBatch SGD Meets SplitFed Learning:Convergence Analysis and Performance Evaluation
  23 Aug 2023 0 repositories listed
• EM for Mixture of Linear Regression with Clustered Data
  22 Aug 2023 0 repositories listed
• Federated Learning in Big Model Era: Domain-Specific Multimodal Large Models
  22 Aug 2023 0 repositories listed
• Protect Federated Learning Against Backdoor Attacks via Data-Free Trigger Generation
  22 Aug 2023 0 repositories listed
• A Safe Deep Reinforcement Learning Approach for Energy Efficient Federated Learning in Wireless Communication Networks
  21 Aug 2023 0 repositories listed
• Federated Learning for Connected and Automated Vehicles: A Survey of Existing Approaches and Challenges
  21 Aug 2023 0 repositories listed
• Federated Learning Robust to Byzantine Attacks: Achieving Zero Optimality Gap
  21 Aug 2023 0 repositories listed
• Split Learning for Distributed Collaborative Training of Deep Learning Models in Health Informatics
  21 Aug 2023 0 repositories listed
• Federated Pseudo Modality Generation for Incomplete Multi-Modal MRI Reconstruction
  20 Aug 2023 0 repositories listed
• Preserving Specificity in Federated Graph Learning for fMRI-based Neurological Disorder Identification
  20 Aug 2023 0 repositories listed
• Rethinking Client Drift in Federated Learning: A Logit Perspective
  20 Aug 2023 0 repositories listed
• Defending Label Inference Attacks in Split Learning under Regression Setting
  18 Aug 2023 0 repositories listed
• Controlling Federated Learning for Covertness
  17 Aug 2023 0 repositories listed
• Joint Local Relational Augmentation and Global Nash Equilibrium for Federated Learning with Non-IID Data
  17 Aug 2023 0 repositories listed
• Over-the-Air Computation Aided Federated Learning with the Aggregation of Normalized Gradient
  17 Aug 2023 0 repositories listed
• DFedADMM: Dual Constraints Controlled Model Inconsistency for Decentralized Federated Learning
  16 Aug 2023 0 repositories listed
• Stochastic Controlled Averaging for Federated Learning with Communication Compression
  16 Aug 2023 0 repositories listed
• NeFL: Nested Model Scaling for Federated Learning with System Heterogeneous Clients
  15 Aug 2023 0 repositories listed
• Data-Efficient Energy-Aware Participant Selection for UAV-Enabled Federated Learning
  14 Aug 2023 0 repositories listed
• DISBELIEVE: Distance Between Client Models is Very Essential for Effective Local Model Poisoning Attacks
  14 Aug 2023 0 repositories listed
• FedEdge AI-TC: A Semi-supervised Traffic Classification Method based on Trusted Federated Deep Learning for Mobile Edge Computing
  14 Aug 2023 0 repositories listed
• Approximate and Weighted Data Reconstruction Attack in Federated Learning
  13 Aug 2023 0 repositories listed
• Performance Analysis for Resource Constrained Decentralized Federated Learning Over Wireless Networks
  12 Aug 2023 0 repositories listed
• SLoRA: Federated Parameter Efficient Fine-Tuning of Language Models
  12 Aug 2023 0 repositories listed
• FLShield: A Validation Based Federated Learning Framework to Defend Against Poisoning Attacks
  10 Aug 2023 0 repositories listed
• UFed-GAN: A Secure Federated Learning Framework with Constrained Computation and Unlabeled Data
  10 Aug 2023 0 repositories listed
• A Comprehensive Empirical Study of Bugs in Open-Source Federated Learning Frameworks
  9 Aug 2023 0 repositories listed
• Feature Matching Data Synthesis for Non-IID Federated Learning
  9 Aug 2023 0 repositories listed
• Tram-FL: Routing-based Model Training for Decentralized Federated Learning
  9 Aug 2023 0 repositories listed
• Wirelessly Powered Federated Learning Networks: Joint Power Transfer, Data Sensing, Model Training, and Resource Allocation
  9 Aug 2023 0 repositories listed
• A Survey on Decentralized Federated Learning
  8 Aug 2023 0 repositories listed
• Backdoor Federated Learning by Poisoning Backdoor-Critical Layers
  8 Aug 2023 0 repositories listed