Browse State-of-the-Art › Federated Learning › Papers, page 47

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 47 of 68: papers 4,601 to 4,700 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.

• FedRight: An Effective Model Copyright Protection for Federated Learning
  18 Mar 2023 0 repositories listed
• Report of the Medical Image De-Identification (MIDI) Task Group -- Best Practices and Recommendations
  18 Mar 2023 0 repositories listed
• Comparative Evaluation of Data Decoupling Techniques for Federated Machine Learning with Database as a Service
  15 Mar 2023 0 repositories listed
• Efficient and Secure Federated Learning for Financial Applications
  15 Mar 2023 0 repositories listed
• Optimization Design for Federated Learning in Heterogeneous 6G Networks
  15 Mar 2023 0 repositories listed
• Towards Cooperative Federated Learning over Heterogeneous Edge/Fog Networks
  15 Mar 2023 0 repositories listed
• Visual Prompt Based Personalized Federated Learning
  15 Mar 2023 0 repositories listed
• Cross-device Federated Learning for Mobile Health Diagnostics: A First Study on COVID-19 Detection
  13 Mar 2023 0 repositories listed
• Model Extraction Attacks on Split Federated Learning
  13 Mar 2023 0 repositories listed
• Network Anomaly Detection Using Federated Learning
  13 Mar 2023 0 repositories listed
• Asynchronous Decentralized Federated Lifelong Learning for Landmark Localization in Medical Imaging
  12 Mar 2023 0 repositories listed
• Making Batch Normalization Great in Federated Deep Learning
  12 Mar 2023 0 repositories listed
• Privacy-Preserving Cooperative Visible Light Positioning for Nonstationary Environment: A Federated Learning Perspective
  11 Mar 2023 0 repositories listed
• Stabilizing and Improving Federated Learning with Non-IID Data and Client Dropout
  11 Mar 2023 0 repositories listed
• Complement Sparsification: Low-Overhead Model Pruning for Federated Learning
  10 Mar 2023 0 repositories listed
• Digital Twin-Assisted Knowledge Distillation Framework for Heterogeneous Federated Learning
  10 Mar 2023 0 repositories listed
• Optimizing Federated Learning for Medical Image Classification on Distributed Non-iid Datasets with Partial Labels
  10 Mar 2023 0 repositories listed
• Papaya: Federated Learning, but Fully Decentralized
  10 Mar 2023 0 repositories listed
• Zone-based Federated Learning for Mobile Sensing Data
  10 Mar 2023 0 repositories listed
• An Evaluation of Non-Contrastive Self-Supervised Learning for Federated Medical Image Analysis
  9 Mar 2023 0 repositories listed
• FedREP: A Byzantine-Robust, Communication-Efficient and Privacy-Preserving Framework for Federated Learning
  9 Mar 2023 0 repositories listed
• Considerations on the Theory of Training Models with Differential Privacy
  8 Mar 2023 0 repositories listed
• Federated Learning via Variational Bayesian Inference: Personalization, Sparsity and Clustering
  8 Mar 2023 0 repositories listed
• Privacy-preserving and Uncertainty-aware Federated Trajectory Prediction for Connected Autonomous Vehicles
  8 Mar 2023 0 repositories listed
• A Privacy Preserving System for Movie Recommendations Using Federated Learning
  7 Mar 2023 0 repositories listed
• Amplitude-Varying Perturbation for Balancing Privacy and Utility in Federated Learning
  7 Mar 2023 0 repositories listed
• Can Decentralized Learning be more robust than Federated Learning?
  7 Mar 2023 0 repositories listed
• Knowledge-Enhanced Semi-Supervised Federated Learning for Aggregating Heterogeneous Lightweight Clients in IoT
  5 Mar 2023 0 repositories listed
• Local Environment Poisoning Attacks on Federated Reinforcement Learning
  5 Mar 2023 0 repositories listed
• Backdoor Attacks and Defenses in Federated Learning: Survey, Challenges and Future Research Directions
  3 Mar 2023 0 repositories listed
• Distributed Learning Meets 6G: A Communication and Computing Perspective
  2 Mar 2023 0 repositories listed
• Stochastic Clustered Federated Learning
  2 Mar 2023 0 repositories listed
• Federated Learning based Hierarchical 3D Indoor Localization
  1 Mar 2023 0 repositories listed
• Lumos: Heterogeneity-aware Federated Graph Learning over Decentralized Devices
  1 Mar 2023 0 repositories listed
• Mitigating Backdoors in Federated Learning with FLD
  1 Mar 2023 0 repositories listed
• Poster: Sponge ML Model Attacks of Mobile Apps
  1 Mar 2023 0 repositories listed
• Differentially Private Distributed Convex Optimization
  28 Feb 2023 0 repositories listed
• Federated Covariate Shift Adaptation for Missing Target Output Values
  28 Feb 2023 0 repositories listed
• Communication-efficient Federated Learning with Single-Step Synthetic Features Compressor for Faster Convergence
  27 Feb 2023 0 repositories listed
• Communication Trade-offs in Federated Learning of Spiking Neural Networks
  27 Feb 2023 0 repositories listed
• FLAG: Fast Label-Adaptive Aggregation for Multi-label Classification in Federated Learning
  27 Feb 2023 0 repositories listed
• Optimizing Federated Learning in LEO Satellite Constellations via Intra-Plane Model Propagation and Sink Satellite Scheduling
  27 Feb 2023 0 repositories listed
• Optimizing Quantum Federated Learning Based on Federated Quantum Natural Gradient Descent
  27 Feb 2023 0 repositories listed
• Proof-of-Contribution-Based Design for Collaborative Machine Learning on Blockchain
  27 Feb 2023 0 repositories listed
• Towards Interpretable Federated Learning
  27 Feb 2023 0 repositories listed
• Applications of Federated Learning in Manufacturing: Identifying the Challenges and Exploring the Future Directions with Industry 4.0 and 5.0 Visions
  27 Feb 2023 0 repositories listed
• P4L: Privacy Preserving Peer-to-Peer Learning for Infrastructureless Setups
  26 Feb 2023 0 repositories listed
• Better Generative Replay for Continual Federated Learning
  25 Feb 2023 0 repositories listed
• FedPDC:Federated Learning for Public Dataset Correction
  24 Feb 2023 0 repositories listed
• FLINT: A Platform for Federated Learning Integration
  24 Feb 2023 0 repositories listed
• Personalizing Federated Learning with Over-the-Air Computations
  24 Feb 2023 0 repositories listed
• Regulating Clients' Noise Adding in Federated Learning without Verification
  24 Feb 2023 0 repositories listed
• Securing IoT Communication using Physical Sensor Data -- Graph Layer Security with Federated Multi-Agent Deep Reinforcement Learning
  24 Feb 2023 0 repositories listed
• Subspace based Federated Unlearning
  24 Feb 2023 0 repositories listed
• Coded Matrix Computations for D2D-enabled Linearized Federated Learning
  23 Feb 2023 0 repositories listed
• Federated Nearest Neighbor Machine Translation
  23 Feb 2023 0 repositories listed
• FedIL: Federated Incremental Learning from Decentralized Unlabeled Data with Convergence Analysis
  23 Feb 2023 0 repositories listed
• On the Hardness of Robustness Transfer: A Perspective from Rademacher Complexity over Symmetric Difference Hypothesis Space
  23 Feb 2023 0 repositories listed
• Personalized Decentralized Federated Learning with Knowledge Distillation
  23 Feb 2023 0 repositories listed
• Advancements in Federated Learning: Models, Methods, and Privacy
  22 Feb 2023 0 repositories listed
• Efficient Training of Large-scale Industrial Fault Diagnostic Models through Federated Opportunistic Block Dropout
  22 Feb 2023 0 repositories listed
• Federated Radio Frequency Fingerprinting with Model Transfer and Adaptation
  22 Feb 2023 0 repositories listed
• Multi-Message Shuffled Privacy in Federated Learning
  22 Feb 2023 0 repositories listed
• Towards Decentralized Predictive Quality of Service in Next-Generation Vehicular Networks
  22 Feb 2023 0 repositories listed
• A Survey of Trustworthy Federated Learning with Perspectives on Security, Robustness, and Privacy
  21 Feb 2023 0 repositories listed
• FedSDG-FS: Efficient and Secure Feature Selection for Vertical Federated Learning
  21 Feb 2023 0 repositories listed
• FedST: Secure Federated Shapelet Transformation for Time Series Classification
  21 Feb 2023 0 repositories listed
• Speech Privacy Leakage from Shared Gradients in Distributed Learning
  21 Feb 2023 0 repositories listed
• ByzSecAgg: A Byzantine-Resistant Secure Aggregation Scheme for Federated Learning Based on Coded Computing and Vector Commitment
  20 Feb 2023 0 repositories listed
• Federated Gradient Matching Pursuit
  20 Feb 2023 0 repositories listed
• FederatedTrust: A Solution for Trustworthy Federated Learning
  20 Feb 2023 0 repositories listed
• WW-FL: Secure and Private Large-Scale Federated Learning
  20 Feb 2023 0 repositories listed
• Delving into the Adversarial Robustness of Federated Learning
  19 Feb 2023 0 repositories listed
• Magnitude Matters: Fixing SIGNSGD Through Magnitude-Aware Sparsification in the Presence of Data Heterogeneity
  19 Feb 2023 0 repositories listed
• On Feasibility of Server-side Backdoor Attacks on Split Learning
  19 Feb 2023 0 repositories listed
• Breaking the Communication-Privacy-Accuracy Tradeoff with f-Differential Privacy
  19 Feb 2023 0 repositories listed
• AutoFed: Heterogeneity-Aware Federated Multimodal Learning for Robust Autonomous Driving
  17 Feb 2023 0 repositories listed
• Clustered Data Sharing for Non-IID Federated Learning over Wireless Networks
  17 Feb 2023 0 repositories listed
• Efficient Classification of SARS-CoV-2 Spike Sequences Using Federated Learning
  17 Feb 2023 0 repositories listed
• Online Spatio-Temporal Correlation-Based Federated Learning for Traffic Flow Forecasting
  17 Feb 2023 0 repositories listed
• Privately Customizing Prefinetuning to Better Match User Data in Federated Learning
  17 Feb 2023 0 repositories listed
• Smoothly Giving up: Robustness for Simple Models
  17 Feb 2023 0 repositories listed
• Towards Zero-trust Security for the Metaverse
  17 Feb 2023 0 repositories listed
• Welfare and Fairness Dynamics in Federated Learning: A Client Selection Perspective
  17 Feb 2023 0 repositories listed
• Balancing Privacy Protection and Interpretability in Federated Learning
  16 Feb 2023 0 repositories listed
• Distributed Learning in Heterogeneous Environment: federated learning with adaptive aggregation and computation reduction
  16 Feb 2023 0 repositories listed
• Federated Learning as a Network Effects Game
  16 Feb 2023 0 repositories listed
• Adaptive incentive for cross-silo federated learning: A multi-agent reinforcement learning approach
  15 Feb 2023 0 repositories listed
• Bayesian Federated Inference for estimating Statistical Models based on Non-shared Multicenter Data sets
  15 Feb 2023 0 repositories listed
• FedABC: Targeting Fair Competition in Personalized Federated Learning
  15 Feb 2023 0 repositories listed
• Tight Auditing of Differentially Private Machine Learning
  15 Feb 2023 0 repositories listed
• An Experimental Study of Byzantine-Robust Aggregation Schemes in Federated Learning
  14 Feb 2023 0 repositories listed
• Federated Learning via Indirect Server-Client Communications
  14 Feb 2023 0 repositories listed
• FedLE: Federated Learning Client Selection with Lifespan Extension for Edge IoT Networks
  14 Feb 2023 0 repositories listed
• Communication-Efficient Federated Bilevel Optimization with Local and Global Lower Level Problems
  13 Feb 2023 0 repositories listed
• FedDA: Faster Framework of Local Adaptive Gradient Methods via Restarted Dual Averaging
  13 Feb 2023 0 repositories listed
• Federated attention consistent learning models for prostate cancer diagnosis and Gleason grading
  13 Feb 2023 0 repositories listed
• Multi-Carrier NOMA-Empowered Wireless Federated Learning with Optimal Power and Bandwidth Allocation
  13 Feb 2023 0 repositories listed
• Communication and Storage Efficient Federated Split Learning
  11 Feb 2023 0 repositories listed
• Enhance Local Consistency in Federated Learning: A Multi-Step Inertial Momentum Approach
  11 Feb 2023 0 repositories listed