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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 44 of 68: papers 4,301 to 4,400 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.

• Improving Federated Aggregation with Deep Unfolding Networks
  30 Jun 2023 0 repositories listed
• Vision Through the Veil: Differential Privacy in Federated Learning for Medical Image Classification
  30 Jun 2023 0 repositories listed
• A Survey on Blockchain-Based Federated Learning and Data Privacy
  29 Jun 2023 0 repositories listed
• Balancing Accuracy and Training Time in Federated Learning for Violence Detection in Surveillance Videos: A Study of Neural Network Architectures
  29 Jun 2023 0 repositories listed
• Elastically-Constrained Meta-Learner for Federated Learning
  29 Jun 2023 0 repositories listed
• MLA-BIN: Model-level Attention and Batch-instance Style Normalization for Domain Generalization of Federated Learning on Medical Image Segmentation
  29 Jun 2023 0 repositories listed
• A Distributed Computation Model Based on Federated Learning Integrates Heterogeneous models and Consortium Blockchain for Solving Time-Varying Problems
  28 Jun 2023 0 repositories listed
• Federated Generative Learning with Foundation Models
  28 Jun 2023 0 repositories listed
• Frequency Modulation Aggregation for Federated Learning
  28 Jun 2023 0 repositories listed
• Momentum Benefits Non-IID Federated Learning Simply and Provably
  28 Jun 2023 0 repositories listed
• Multi-Site Clinical Federated Learning using Recursive and Attentive Models and NVFlare
  28 Jun 2023 0 repositories listed
• Secure and Fast Asynchronous Vertical Federated Learning via Cascaded Hybrid Optimization
  28 Jun 2023 0 repositories listed
• FedET: A Communication-Efficient Federated Class-Incremental Learning Framework Based on Enhanced Transformer
  27 Jun 2023 0 repositories listed
• Quantum Federated Learning: Analysis, Design and Implementation Challenges
  27 Jun 2023 0 repositories listed
• When Foundation Model Meets Federated Learning: Motivations, Challenges, and Future Directions
  27 Jun 2023 0 repositories listed
• Federated Learning on Non-iid Data via Local and Global Distillation
  26 Jun 2023 0 repositories listed
• Practical Privacy-Preserving Gaussian Process Regression via Secret Sharing
  26 Jun 2023 0 repositories listed
• Towards Sybil Resilience in Decentralized Learning
  26 Jun 2023 0 repositories listed
• A Safe Genetic Algorithm Approach for Energy Efficient Federated Learning in Wireless Communication Networks
  25 Jun 2023 0 repositories listed
• FedSampling: A Better Sampling Strategy for Federated Learning
  25 Jun 2023 0 repositories listed Syntology 4 ran (of which 1 constructed an object rather than computing a result; 2 with no instrument failure: 1 honoured, 0 violated, 1 with no contract checked; 2 where Syntology's instrument failed) · 1 unverified (of 5 harvested samples) · 5 pointer-only (licence)
• Privacy and Fairness in Federated Learning: on the Perspective of Trade-off
  25 Jun 2023 0 repositories listed
• Private Aggregation in Hierarchical Wireless Federated Learning with Partial and Full Collusion
  25 Jun 2023 0 repositories listed
• Private Networked Federated Learning for Nonsmooth Objectives
  24 Jun 2023 0 repositories listed
• A First Order Meta Stackelberg Method for Robust Federated Learning
  23 Jun 2023 0 repositories listed
• An Intelligent Mechanism for Monitoring and Detecting Intrusions in IoT Devices
  23 Jun 2023 0 repositories listed
• Blockchain-based Federated Learning for Decentralized Energy Management Systems
  23 Jun 2023 0 repositories listed
• FedSelect: Customized Selection of Parameters for Fine-Tuning during Personalized Federated Learning
  23 Jun 2023 0 repositories listed
• Decentralized Online Federated G-Network Learning for Lightweight Intrusion Detection
  22 Jun 2023 0 repositories listed
• Enhancing Reliability in Federated mmWave Networks: A Practical and Scalable Solution using Radar-Aided Dynamic Blockage Recognition
  22 Jun 2023 0 repositories listed
• Reinforcement Federated Learning Method Based on Adaptive OPTICS Clustering
  22 Jun 2023 0 repositories listed
• An Efficient Virtual Data Generation Method for Reducing Communication in Federated Learning
  21 Jun 2023 0 repositories listed
• FLGo: A Fully Customizable Federated Learning Platform
  21 Jun 2023 0 repositories listed
• Split Learning in 6G Edge Networks
  21 Jun 2023 0 repositories listed
• Timely Asynchronous Hierarchical Federated Learning: Age of Convergence
  21 Jun 2023 0 repositories listed
• Blockchain-Enabled Federated Learning: A Reference Architecture Design, Implementation, and Verification
  19 Jun 2023 0 repositories listed
• Data-Heterogeneous Hierarchical Federated Learning with Mobility
  19 Jun 2023 0 repositories listed
• Differentially Private Over-the-Air Federated Learning Over MIMO Fading Channels
  19 Jun 2023 0 repositories listed
• FSAR: Federated Skeleton-based Action Recognition with Adaptive Topology Structure and Knowledge Distillation
  19 Jun 2023 0 repositories listed
• Practical and General Backdoor Attacks against Vertical Federated Learning
  19 Jun 2023 0 repositories listed
• Edge Intelligence Over the Air: Two Faces of Interference in Federated Learning
  17 Jun 2023 0 repositories listed
• Federated Learning Based Distributed Localization of False Data Injection Attacks on Smart Grids
  17 Jun 2023 0 repositories listed
• Towards Quantum Federated Learning
  16 Jun 2023 0 repositories listed
• An Efficient and Multi-private Key Secure Aggregation for Federated Learning
  15 Jun 2023 0 repositories listed
• Inferring Communities of Interest in Collaborative Learning-based Recommender Systems
  15 Jun 2023 0 repositories listed
• FedMultimodal: A Benchmark For Multimodal Federated Learning
  15 Jun 2023 0 repositories listed
• Privacy Risks in Reinforcement Learning for Household Robots
  15 Jun 2023 0 repositories listed
• A Client-server Deep Federated Learning for Cross-domain Surgical Image Segmentation
  14 Jun 2023 0 repositories listed
• A Simple Data Augmentation for Feature Distribution Skewed Federated Learning
  14 Jun 2023 0 repositories listed
• Differentially Private Wireless Federated Learning Using Orthogonal Sequences
  14 Jun 2023 0 repositories listed
• Learning to Specialize: Joint Gating-Expert Training for Adaptive MoEs in Decentralized Settings
  14 Jun 2023 0 repositories listed
• (Amplified) Banded Matrix Factorization: A unified approach to private training
  13 Jun 2023 0 repositories listed
• Privacy Inference-Empowered Stealthy Backdoor Attack on Federated Learning under Non-IID Scenarios
  13 Jun 2023 0 repositories listed
• Privacy Preserving Bayesian Federated Learning in Heterogeneous Settings
  13 Jun 2023 0 repositories listed
• Temporal Gradient Inversion Attacks with Robust Optimization
  13 Jun 2023 0 repositories listed
• AnoFel: Supporting Anonymity for Privacy-Preserving Federated Learning
  12 Jun 2023 0 repositories listed
• FedDec: Peer-to-peer Aided Federated Learning
  11 Jun 2023 0 repositories listed
• Personalized Graph Federated Learning with Differential Privacy
  10 Jun 2023 0 repositories listed
• Federated Learning for Medical Image Analysis: A Survey
  9 Jun 2023 0 repositories listed
• FedWon: Triumphing Multi-domain Federated Learning Without Normalization
  9 Jun 2023 0 repositories listed
• Understanding How Consistency Works in Federated Learning via Stage-wise Relaxed Initialization
  9 Jun 2023 0 repositories listed
• A Systematic Literature Review on Client Selection in Federated Learning
  8 Jun 2023 0 repositories listed
• Conformal Prediction for Federated Uncertainty Quantification Under Label Shift
  8 Jun 2023 0 repositories listed
• Evaluating and Incentivizing Diverse Data Contributions in Collaborative Learning
  8 Jun 2023 0 repositories listed
• Federated Learning under Covariate Shifts with Generalization Guarantees
  8 Jun 2023 0 repositories listed
• FheFL: Fully Homomorphic Encryption Friendly Privacy-Preserving Federated Learning with Byzantine Users
  8 Jun 2023 0 repositories listed
• FLEdge: Benchmarking Federated Machine Learning Applications in Edge Computing Systems
  8 Jun 2023 0 repositories listed
• G²uardFL: Safeguarding Federated Learning Against Backdoor Attacks through Attributed Client Graph Clustering
  8 Jun 2023 0 repositories listed
• Mitigating Evasion Attacks in Federated Learning-Based Signal Classifiers
  8 Jun 2023 0 repositories listed
• Phoenix: A Federated Generative Diffusion Model
  7 Jun 2023 0 repositories listed
• A Lightweight Method for Tackling Unknown Participation Statistics in Federated Averaging
  6 Jun 2023 0 repositories listed
• Avoid Adversarial Adaption in Federated Learning by Multi-Metric Investigations
  6 Jun 2023 0 repositories listed
• Personalization Disentanglement for Federated Learning: An explainable perspective
  6 Jun 2023 0 repositories listed
• Understanding Generalization of Federated Learning via Stability: Heterogeneity Matters
  6 Jun 2023 0 repositories listed
• A Privacy-Preserving Federated Learning Approach for Kernel methods
  5 Jun 2023 0 repositories listed
• Confidence-based federated distillation for vision-based lane-centering
  5 Jun 2023 0 repositories listed
• Cross-Modal Vertical Federated Learning for MRI Reconstruction
  5 Jun 2023 0 repositories listed
• Federated Deep Learning for Intrusion Detection in IoT Networks
  5 Jun 2023 0 repositories listed
• Improving Accelerated Federated Learning with Compression and Importance Sampling
  5 Jun 2023 0 repositories listed
• Jammer classification with Federated Learning
  5 Jun 2023 0 repositories listed
• Over-the-Air Federated Learning in Satellite systems
  5 Jun 2023 0 repositories listed
• Personalized Federated Domain Adaptation for Item-to-Item Recommendation
  5 Jun 2023 0 repositories listed
• Unlocking the Potential of Federated Learning for Deeper Models
  5 Jun 2023 0 repositories listed
• When Decentralized Optimization Meets Federated Learning
  5 Jun 2023 0 repositories listed
• Resilient Constrained Learning
  4 Jun 2023 0 repositories listed
• Riemannian Low-Rank Model Compression for Federated Learning with Over-the-Air Aggregation
  4 Jun 2023 0 repositories listed
• A Peer-to-peer Federated Continual Learning Network for Improving CT Imaging from Multiple Institutions
  3 Jun 2023 0 repositories listed
• DU-Shapley: A Shapley Value Proxy for Efficient Dataset Valuation
  3 Jun 2023 0 repositories listed
• Over-the-Air Federated Learning In Broadband Communication
  3 Jun 2023 0 repositories listed
• Beta Thalassemia Carriers detection empowered federated Learning
  2 Jun 2023 0 repositories listed
• Covert Communication Based on the Poisoning Attack in Federated Learning
  2 Jun 2023 0 repositories listed
• Decentralized Federated Learning: A Survey and Perspective
  2 Jun 2023 0 repositories listed
• Federated Domain Generalization: A Survey
  2 Jun 2023 0 repositories listed
• Federated Learning Games for Reconfigurable Intelligent Surfaces via Causal Representations
  2 Jun 2023 0 repositories listed
• On Knowledge Editing in Federated Learning: Perspectives, Challenges, and Future Directions
  2 Jun 2023 0 repositories listed
• Cooperative Hardware-Prompt Learning for Snapshot Compressive Imaging
  1 Jun 2023 0 repositories listed
• CRS-FL: Conditional Random Sampling for Communication-Efficient and Privacy-Preserving Federated Learning
  1 Jun 2023 0 repositories listed
• Learning Across Decentralized Multi-Modal Remote Sensing Archives with Federated Learning
  1 Jun 2023 0 repositories listed
• RHFedMTL: Resource-Aware Hierarchical Federated Multi-Task Learning
  1 Jun 2023 0 repositories listed
• Towards Bias Correction of FedAvg over Nonuniform and Time-Varying Communications
  1 Jun 2023 0 repositories listed
• An Empirical Study of Federated Learning on IoT-Edge Devices: Resource Allocation and Heterogeneity
  31 May 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.