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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 39 of 68: papers 3,801 to 3,900 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.

• Transparency and Privacy: The Role of Explainable AI and Federated Learning in Financial Fraud Detection
  20 Dec 2023 0 repositories listed
• Blood Glucose Level Prediction: A Graph-based Explainable Method with Federated Learning
  19 Dec 2023 0 repositories listed
• Convergence Visualizer of Decentralized Federated Distillation with Reduced Communication Costs
  19 Dec 2023 0 repositories listed
• Decentralised and collaborative machine learning framework for IoT
  19 Dec 2023 0 repositories listed
• Foreseeing Reconstruction Quality of Gradient Inversion: An Optimization Perspective
  19 Dec 2023 0 repositories listed
• Incremental Semi-supervised Federated Learning for Health Inference via Mobile Sensing
  19 Dec 2023 0 repositories listed
• On the Role of Server Momentum in Federated Learning
  19 Dec 2023 0 repositories listed
• A review of federated learning in renewable energy applications: Potential, challenges, and future directions
  18 Dec 2023 0 repositories listed
• AEDFL: Efficient Asynchronous Decentralized Federated Learning with Heterogeneous Devices
  18 Dec 2023 0 repositories listed
• Dirichlet-based Uncertainty Quantification for Personalized Federated Learning with Improved Posterior Networks
  18 Dec 2023 0 repositories listed
• FedCompetitors: Harmonious Collaboration in Federated Learning with Competing Participants
  18 Dec 2023 0 repositories listed
• Federated Multi-View Synthesizing for Metaverse
  18 Dec 2023 0 repositories listed
• MISA: Unveiling the Vulnerabilities in Split Federated Learning
  18 Dec 2023 0 repositories listed
• Online Vertical Federated Learning for Cooperative Spectrum Sensing
  18 Dec 2023 0 repositories listed
• FedMKGC: Privacy-Preserving Federated Multilingual Knowledge Graph Completion
  17 Dec 2023 0 repositories listed
• Federated Learning with Instance-Dependent Noisy Label
  16 Dec 2023 0 repositories listed
• Take History as a Mirror in Heterogeneous Federated Learning
  16 Dec 2023 0 repositories listed
• Towards Reliable Participation in UAV-Enabled Federated Edge Learning on Non-IID Data
  16 Dec 2023 0 repositories listed
• Value of Information and Timing-aware Scheduling for Federated Learning
  16 Dec 2023 0 repositories listed
• Device Scheduling for Relay-assisted Over-the-Air Aggregation in Federated Learning
  15 Dec 2023 0 repositories listed
• Dynamic Heterogeneous Federated Learning with Multi-Level Prototypes
  15 Dec 2023 0 repositories listed
• A Distributed Privacy Preserving Model for the Detection of Alzheimer's Disease
  15 Dec 2023 0 repositories listed
• A Framework for Exploring Federated Community Detection
  14 Dec 2023 0 repositories listed
• Data and Model Poisoning Backdoor Attacks on Wireless Federated Learning, and the Defense Mechanisms: A Comprehensive Survey
  14 Dec 2023 0 repositories listed
• An Incentive Mechanism for Federated Learning Based on Multiple Resource Exchange
  13 Dec 2023 0 repositories listed
• Contractive error feedback for gradient compression
  13 Dec 2023 0 repositories listed
• Efficient Cross-Domain Federated Learning by MixStyle Approximation
  12 Dec 2023 0 repositories listed
• Ensemble Federated Learning: an approach for collaborative pneumonia diagnosis
  12 Dec 2023 0 repositories listed
• Federated Multilinear Principal Component Analysis with Applications in Prognostics
  11 Dec 2023 0 repositories listed
• Beyond Gradient and Priors in Privacy Attacks: Leveraging Pooler Layer Inputs of Language Models in Federated Learning
  10 Dec 2023 0 repositories listed
• Fake It Till Make It: Federated Learning with Consensus-Oriented Generation
  10 Dec 2023 0 repositories listed
• Federated Learning Empowered by Generative Content
  10 Dec 2023 0 repositories listed
• No prejudice! Fair Federated Graph Neural Networks for Personalized Recommendation
  10 Dec 2023 0 repositories listed
• QMGeo: Differentially Private Federated Learning via Stochastic Quantization with Mixed Truncated Geometric Distribution
  10 Dec 2023 0 repositories listed
• Multi-dimensional Fair Federated Learning
  9 Dec 2023 0 repositories listed
• ODES: Domain Adaptation with Expert Guidance for Online Medical Image Segmentation
  8 Dec 2023 0 repositories listed
• Topology-Based Reconstruction Prevention for Decentralised Learning
  8 Dec 2023 0 repositories listed
• A Novel Federated Learning-Based IDS for Enhancing UAVs Privacy and Security
  7 Dec 2023 0 repositories listed
• Coordination-free Decentralised Federated Learning on Complex Networks: Overcoming Heterogeneity
  7 Dec 2023 0 repositories listed
• Factor-Assisted Federated Learning for Personalized Optimization with Heterogeneous Data
  7 Dec 2023 0 repositories listed
• Federated Learning for 6G: Paradigms, Taxonomy, Recent Advances and Insights
  7 Dec 2023 0 repositories listed
• FreqFed: A Frequency Analysis-Based Approach for Mitigating Poisoning Attacks in Federated Learning
  7 Dec 2023 0 repositories listed
• Privacy-preserving quantum federated learning via gradient hiding
  7 Dec 2023 0 repositories listed
• A Masked Pruning Approach for Dimensionality Reduction in Communication-Efficient Federated Learning Systems
  6 Dec 2023 0 repositories listed
• FedGeo: Privacy-Preserving User Next Location Prediction with Federated Learning
  6 Dec 2023 0 repositories listed
• PCDP-SGD: Improving the Convergence of Differentially Private SGD via Projection in Advance
  6 Dec 2023 0 repositories listed
• TrustFed: A Reliable Federated Learning Framework with Malicious-Attack Resistance
  6 Dec 2023 0 repositories listed
• Multi-Criteria Client Selection and Scheduling with Fairness Guarantee for Federated Learning Service
  5 Dec 2023 0 repositories listed
• The Landscape of Modern Machine Learning: A Review of Machine, Distributed and Federated Learning
  5 Dec 2023 0 repositories listed
• FedBayes: A Zero-Trust Federated Learning Aggregation to Defend Against Adversarial Attacks
  4 Dec 2023 0 repositories listed
• Federated Learning is Better with Non-Homomorphic Encryption
  4 Dec 2023 0 repositories listed
• Mitigating Data Injection Attacks on Federated Learning
  4 Dec 2023 0 repositories listed
• Distributed Bayesian Estimation in Sensor Networks: Consensus on Marginal Densities
  2 Dec 2023 0 repositories listed
• PROFL: A Privacy-Preserving Federated Learning Method with Stringent Defense Against Poisoning Attacks
  2 Dec 2023 0 repositories listed
• Exploring the Robustness of Decentralized Training for Large Language Models
  1 Dec 2023 0 repositories listed
• zkDFL: An efficient and privacy-preserving decentralized federated learning with zero-knowledge proof
  1 Dec 2023 0 repositories listed
• Data-Agnostic Model Poisoning against Federated Learning: A Graph Autoencoder Approach
  30 Nov 2023 0 repositories listed
• FedEmb: A Vertical and Hybrid Federated Learning Algorithm using Network And Feature Embedding Aggregation
  30 Nov 2023 0 repositories listed
• FediOS: Decoupling Orthogonal Subspaces for Personalization in Feature-skew Federated Learning
  30 Nov 2023 0 repositories listed
• Toward the Tradeoffs between Privacy, Fairness and Utility in Federated Learning
  30 Nov 2023 0 repositories listed
• CommunityAI: Towards Community-based Federated Learning
  29 Nov 2023 0 repositories listed
• Federated Fine-Tuning of Foundation Models via Probabilistic Masking
  29 Nov 2023 0 repositories listed
• Grounding Foundation Models through Federated Transfer Learning: A General Framework
  29 Nov 2023 0 repositories listed
• Mixed-Precision Quantization for Federated Learning on Resource-Constrained Heterogeneous Devices
  29 Nov 2023 0 repositories listed
• Asynchronous Wireless Federated Learning with Probabilistic Client Selection
  28 Nov 2023 0 repositories listed
• Communication Efficiency Optimization of Federated Learning for Computing and Network Convergence of 6G Networks
  28 Nov 2023 0 repositories listed
• Contrastive encoder pre-training-based clustered federated learning for heterogeneous data
  28 Nov 2023 0 repositories listed
• On the Effect of Defections in Federated Learning and How to Prevent Them
  28 Nov 2023 0 repositories listed
• QuickDrop: Efficient Federated Unlearning by Integrated Dataset Distillation
  27 Nov 2023 0 repositories listed
• Scheduling and Communication Schemes for Decentralized Federated Learning
  27 Nov 2023 0 repositories listed
• Using Decentralized Aggregation for Federated Learning with Differential Privacy
  27 Nov 2023 0 repositories listed
• Where to Begin? From Random to Foundation Model Instructed Initialization in Federated Learning for Medical Image Segmentation
  27 Nov 2023 0 repositories listed
• Evaluating Multi-Global Server Architecture for Federated Learning
  26 Nov 2023 0 repositories listed
• Secure and Verifiable Data Collaboration with Low-Cost Zero-Knowledge Proofs
  26 Nov 2023 0 repositories listed
• OFDMA-F²L: Federated Learning With Flexible Aggregation Over an OFDMA Air Interface
  25 Nov 2023 0 repositories listed
• FAMAC: A Federated Assisted Modified Actor-Critic Framework for Secured Energy Saving in 5G and Beyond Networks
  24 Nov 2023 0 repositories listed
• Fault Detection in Telecom Networks using Bi-level Federated Graph Neural Networks
  24 Nov 2023 0 repositories listed
• Prototype of deployment of Federated Learning with IoT devices
  24 Nov 2023 0 repositories listed
• A Blockchain Solution for Collaborative Machine Learning over IoT
  23 Nov 2023 0 repositories listed
• AdapterFL: Adaptive Heterogeneous Federated Learning for Resource-constrained Mobile Computing Systems
  23 Nov 2023 0 repositories listed
• Brain MRI Screening Tool with Federated Learning
  23 Nov 2023 0 repositories listed
• Enhancing Intrusion Detection In Internet Of Vehicles Through Federated Learning
  23 Nov 2023 0 repositories listed
• Federated Learning Assisted Distributed Energy Optimization
  23 Nov 2023 0 repositories listed
• Federated Learning for Short Text Clustering
  23 Nov 2023 0 repositories listed
• OASIS: Offsetting Active Reconstruction Attacks in Federated Learning
  23 Nov 2023 0 repositories listed
• A Joint Gradient and Loss Based Clustered Federated Learning Design
  22 Nov 2023 0 repositories listed
• AdaptiveFL: Adaptive Heterogeneous Federated Learning for Resource-Constrained AIoT Systems
  22 Nov 2023 0 repositories listed
• FedFN: Feature Normalization for Alleviating Data Heterogeneity Problem in Federated Learning
  22 Nov 2023 0 repositories listed Syntology 4 ran (of which 0 constructed an object rather than computing a result; 2 with no instrument failure: 0 honoured, 0 violated, 2 with no contract checked; 2 where Syntology's instrument failed) · 1 unverified (of 5 harvested samples) · 2 pointer-only (licence)
• Have Your Cake and Eat It Too: Toward Efficient and Accurate Split Federated Learning
  22 Nov 2023 0 repositories listed
• MergeSFL: Split Federated Learning with Feature Merging and Batch Size Regulation
  22 Nov 2023 0 repositories listed
• SecureCut: Federated Gradient Boosting Decision Trees with Efficient Machine Unlearning
  22 Nov 2023 0 repositories listed
• FBChain: A Blockchain-based Federated Learning Model with Efficiency and Secure Communication
  21 Nov 2023 0 repositories listed
• FedCPC: An Effective Federated Contrastive Learning Method for Privacy Preserving Early-Stage Alzheimer's Speech Detection
  21 Nov 2023 0 repositories listed
• FedDRO: Federated Compositional Optimization for Distributionally Robust Learning
  21 Nov 2023 0 repositories listed
• Multi-Session Budget Optimization for Forward Auction-based Federated Learning
  21 Nov 2023 0 repositories listed
• Privacy-Preserving Load Forecasting via Personalized Model Obfuscation
  21 Nov 2023 0 repositories listed
• Energizing Federated Learning via Filter-Aware Attention
  18 Nov 2023 0 repositories listed
• Exploring Machine Learning Models for Federated Learning: A Review of Approaches, Performance, and Limitations
  17 Nov 2023 0 repositories listed
• Identifying the Truth of Global Model: A Generic Solution to Defend Against Byzantine and Backdoor Attacks in Federated Learning (full version)
  17 Nov 2023 0 repositories listed
• Leveraging Function Space Aggregation for Federated Learning at Scale
  17 Nov 2023 0 repositories listed

Syntology lines on 1 of the papers shown; no Syntology record for the others (a paper without an arXiv id cannot be joined to the graph, and absence from the graph layer is not a recorded non-run). “Ran” means the sample executed on a synthesized fixture, not that the paper's result was reproduced; each line links to that paper's sample list. Syntology's record for this page has not changed since 2026-09-28, the first build that kept a record date for it; when this build read Syntology's graph is in the build record. For agents: get_harvested_code_for_paper(arxiv_id) lists each paper's samples; how to connect.