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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 26 of 68: papers 2,501 to 2,600 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.

• Gradient Purification: Defense Against Poisoning Attack in Decentralized Federated Learning
  8 Jan 2025 0 repositories listed
• Lossless Privacy-Preserving Aggregation for Decentralized Federated Learning
  8 Jan 2025 0 repositories listed
• Revisiting LocalSGD and SCAFFOLD: Improved Rates and Missing Analysis
  8 Jan 2025 0 repositories listed
• VerifBFL: Leveraging zk-SNARKs for A Verifiable Blockchained Federated Learning
  8 Jan 2025 0 repositories listed
• A study on performance limitations in Federated Learning
  7 Jan 2025 0 repositories listed
• A Survey on Federated Learning in Human Sensing
  7 Jan 2025 0 repositories listed
• Optimizing Value of Learning in Task-Oriented Federated Meta-Learning Systems
  7 Jan 2025 0 repositories listed
• AFed: Algorithmic Fair Federated Learning
  6 Jan 2025 0 repositories listed
• CONTINUUM: Detecting APT Attacks through Spatial-Temporal Graph Neural Networks
  6 Jan 2025 0 repositories listed
• From Models to Network Topologies: A Topology Inference Attack in Decentralized Federated Learning
  6 Jan 2025 0 repositories listed
• Multi-Modal One-Shot Federated Ensemble Learning for Medical Data with Vision Large Language Model
  6 Jan 2025 0 repositories listed
• Proof-of-Data: A Consensus Protocol for Collaborative Intelligence
  6 Jan 2025 0 repositories listed
• Rate-My-LoRA: Efficient and Adaptive Federated Model Tuning for Cardiac MRI Segmentation
  6 Jan 2025 0 repositories listed
• The Robustness of Spiking Neural Networks in Federated Learning with Compression Against Non-omniscient Byzantine Attacks
  6 Jan 2025 0 repositories listed
• Efficient Deployment of Large Language Models on Resource-constrained Devices
  5 Jan 2025 0 repositories listed
• FedRSClip: Federated Learning for Remote Sensing Scene Classification Using Vision-Language Models
  5 Jan 2025 0 repositories listed
• Incentive-Compatible Federated Learning with Stackelberg Game Modeling
  5 Jan 2025 0 repositories listed
• Diffusion Model-Based Data Synthesis Aided Federated Semi-Supervised Learning
  4 Jan 2025 0 repositories listed
• Age-Based Device Selection and Transmit Power Optimization in Over-the-Air Federated Learning
  3 Jan 2025 0 repositories listed
• Denoising and Adaptive Online Vertical Federated Learning for Sequential Multi-Sensor Data in Industrial Internet of Things
  3 Jan 2025 0 repositories listed
• LCFed: An Efficient Clustered Federated Learning Framework for Heterogeneous Data
  3 Jan 2025 0 repositories listed
• Look Back for More: Harnessing Historical Sequential Updates for Personalized Federated Adapter Tuning
  3 Jan 2025 0 repositories listed
• Mingling with the Good to Backdoor Federated Learning
  3 Jan 2025 0 repositories listed
• Stackelberg Game Based Performance Optimization in Digital Twin Assisted Federated Learning over NOMA Networks
  3 Jan 2025 0 repositories listed
• Uncertainty-Aware Label Refinement on Hypergraphs for Personalized Federated Facial Expression Recognition
  3 Jan 2025 0 repositories listed
• AFL: A Single-Round Analytic Approach for Federated Learning with Pre-trained Models
  1 Jan 2025 0 repositories listed
• Beyond Model Scale Limits: End-Edge-Cloud Federated Learning with Self-Rectified Knowledge Agglomeration
  1 Jan 2025 0 repositories listed
• F^3OCUS - Federated Finetuning of Vision-Language Foundation Models with Optimal Client Layer Updating Strategy via Multi-objective Meta-Heuristics
  1 Jan 2025 0 repositories listed
• FedCALM: Conflict-aware Layer-wise Mitigation for Selective Aggregation in Deeper Personalized Federated Learning
  1 Jan 2025 0 repositories listed
• FedCS: Coreset Selection for Federated Learning
  1 Jan 2025 0 repositories listed
• Fortifying Federated Learning Towards Trustworthiness via Auditable Data Valuation and Verifiable Client Contribution
  1 Jan 2025 0 repositories listed
• Handling Spatial-Temporal Data Heterogeneity for Federated Continual Learning via Tail Anchor
  1 Jan 2025 0 repositories listed
• HistoFS: Non-IID Histopathologic Whole Slide Image Classification via Federated Style Transfer with RoI-Preserving
  1 Jan 2025 0 repositories listed
• pFedMxF: Personalized Federated Class-Incremental Learning with Mixture of Frequency Aggregation
  1 Jan 2025 0 repositories listed
• Population Normalization for Federated Learning
  1 Jan 2025 0 repositories listed
• Unlearning through Knowledge Overwriting: Reversible Federated Unlearning via Selective Sparse Adapter
  1 Jan 2025 0 repositories listed
• Federated Deep Subspace Clustering
  31 Dec 2024 0 repositories listed
• Federated Dropout: Convergence Analysis and Resource Allocation
  31 Dec 2024 0 repositories listed
• Accelerating Energy-Efficient Federated Learning in Cell-Free Networks with Adaptive Quantization
  30 Dec 2024 0 repositories listed
• Blockchain-Empowered Cyber-Secure Federated Learning for Trustworthy Edge Computing
  30 Dec 2024 0 repositories listed
• Enhancing Privacy in Federated Learning through Quantum Teleportation Integration
  30 Dec 2024 0 repositories listed
• Federated Learning with Workload Reduction through Partial Training of Client Models and Entropy-Based Data Selection
  30 Dec 2024 0 repositories listed
• A Robust Federated Learning Framework for Undependable Devices at Scale
  28 Dec 2024 0 repositories listed
• Caesar: A Low-deviation Compression Approach for Efficient Federated Learning
  28 Dec 2024 0 repositories listed
• Delayed Random Partial Gradient Averaging for Federated Learning
  28 Dec 2024 0 repositories listed
• Election of Collaborators via Reinforcement Learning for Federated Brain Tumor Segmentation
  28 Dec 2024 0 repositories listed
• Explainable Semantic Federated Learning Enabled Industrial Edge Network for Fire Surveillance
  28 Dec 2024 0 repositories listed
• Recommender Engine Driven Client Selection in Federated Brain Tumor Segmentation
  28 Dec 2024 0 repositories listed
• Effective and secure federated online learning to rank
  26 Dec 2024 0 repositories listed
• Federated Hybrid Training and Self-Adversarial Distillation: Towards Robust Edge Networks
  26 Dec 2024 0 repositories listed
• Federated Learning with Partially Labeled Data: A Conditional Distillation Approach
  25 Dec 2024 0 repositories listed
• Optimal Federated Learning for Functional Mean Estimation under Heterogeneous Privacy Constraints
  25 Dec 2024 0 repositories listed
• Addressing Spatial-Temporal Data Heterogeneity in Federated Continual Learning via Tail Anchor
  24 Dec 2024 0 repositories listed
• An Empirical Analysis of Federated Learning Models Subject to Label-Flipping Adversarial Attack
  24 Dec 2024 0 repositories listed
• FedGIG: Graph Inversion from Gradient in Federated Learning
  24 Dec 2024 0 repositories listed
• FedVCK: Non-IID Robust and Communication-Efficient Federated Learning via Valuable Condensed Knowledge for Medical Image Analysis
  24 Dec 2024 0 repositories listed
• GeFL: Model-Agnostic Federated Learning with Generative Models
  24 Dec 2024 0 repositories listed
• Better Knowledge Enhancement for Privacy-Preserving Cross-Project Defect Prediction
  23 Dec 2024 0 repositories listed
• Edge-AI for Agriculture: Lightweight Vision Models for Disease Detection in Resource-Limited Settings
  23 Dec 2024 0 repositories listed
• Exploiting Label Skewness for Spiking Neural Networks in Federated Learning
  23 Dec 2024 0 repositories listed
• FedMeld: A Model-dispersal Federated Learning Framework for Space-ground Integrated Networks
  23 Dec 2024 0 repositories listed
• FedTLU: Federated Learning with Targeted Layer Updates
  23 Dec 2024 0 repositories listed
• Data value estimation on private gradients
  22 Dec 2024 0 repositories listed
• FedCross: Intertemporal Federated Learning Under Evolutionary Games
  22 Dec 2024 0 repositories listed
• Fed-ZOE: Communication-Efficient Over-the-Air Federated Learning via Zeroth-Order Estimation
  21 Dec 2024 0 repositories listed
• Federal Learning Framework for Quality Evaluation of Blastomere Cleavage
  21 Dec 2024 0 repositories listed
• FedGA: Federated Learning with Gradient Alignment for Error Asymmetry Mitigation
  21 Dec 2024 0 repositories listed
• Privacy in Fine-tuning Large Language Models: Attacks, Defenses, and Future Directions
  21 Dec 2024 0 repositories listed
• AutoRank: MCDA Based Rank Personalization for LoRA-Enabled Distributed Learning
  20 Dec 2024 0 repositories listed
• Differentially Private Federated Learning of Diffusion Models for Synthetic Tabular Data Generation
  20 Dec 2024 0 repositories listed
• DualGFL: Federated Learning with a Dual-Level Coalition-Auction Game
  20 Dec 2024 0 repositories listed
• The Impact of Cut Layer Selection in Split Federated Learning
  20 Dec 2024 0 repositories listed
• Federated Learning for Coronary Artery Plaque Detection in Atherosclerosis Using IVUS Imaging: A Multi-Hospital Collaboration
  19 Dec 2024 0 repositories listed
• FedPIA -- Permuting and Integrating Adapters leveraging Wasserstein Barycenters for Finetuning Foundation Models in Multi-Modal Federated Learning
  19 Dec 2024 0 repositories listed
• FLAMe: Federated Learning with Attention Mechanism using Spatio-Temporal Keypoint Transformers for Pedestrian Fall Detection in Smart Cities
  19 Dec 2024 0 repositories listed
• LoLaFL: Low-Latency Federated Learning via Forward-only Propagation
  19 Dec 2024 0 repositories listed
• Robust Federated Learning in the Face of Covariate Shift: A Magnitude Pruning with Hybrid Regularization Framework for Enhanced Model Aggregation
  19 Dec 2024 0 repositories listed
• Summary of Point Transformer with Federated Learning for Predicting Breast Cancer HER2 Status from Hematoxylin and Eosin-Stained Whole Slide Images
  19 Dec 2024 0 repositories listed
• Covariances for Free: Exploiting Mean Distributions for Federated Learning with Pre-Trained Models
  18 Dec 2024 0 repositories listed Syntology 1 ran (of which 1 constructed an object rather than computing a result; 1 with no instrument failure: 0 honoured, 0 violated, 1 with no contract checked; 0 where Syntology's instrument failed) · 1 unverified; the one sample that ran constructed an object rather than computing a result (of 2 harvested samples) · 2 pointer-only (licence)
• Federated Learning and RAG Integration: A Scalable Approach for Medical Large Language Models
  18 Dec 2024 0 repositories listed
• Federated Source-free Domain Adaptation for Classification: Weighted Cluster Aggregation for Unlabeled Data
  18 Dec 2024 0 repositories listed
• Federated t-SNE and UMAP for Distributed Data Visualization
  18 Dec 2024 0 repositories listed
• Federated Unlearning Model Recovery in Data with Skewed Label Distributions
  18 Dec 2024 0 repositories listed
• FedSTaS: Client Stratification and Client Level Sampling for Efficient Federated Learning
  18 Dec 2024 0 repositories listed
• Rehearsal-Free Continual Federated Learning with Synergistic Synaptic Intelligence
  18 Dec 2024 0 repositories listed
• Building Gradient Bridges: Label Leakage from Restricted Gradient Sharing in Federated Learning
  17 Dec 2024 0 repositories listed
• Concurrent vertical and horizontal federated learning with fuzzy cognitive maps
  17 Dec 2024 0 repositories listed
• Information-Geometric Barycenters for Bayesian Federated Learning
  16 Dec 2024 0 repositories listed
• Efficiently Achieving Secure Model Training and Secure Aggregation to Ensure Bidirectional Privacy-Preservation in Federated Learning
  16 Dec 2024 0 repositories listed
• F-RBA: A Federated Learning-based Framework for Risk-based Authentication
  16 Dec 2024 0 repositories listed
• Federated Domain Generalization with Label Smoothing and Balanced Decentralized Training
  16 Dec 2024 0 repositories listed
• Non-Convex Optimization in Federated Learning via Variance Reduction and Adaptive Learning
  16 Dec 2024 0 repositories listed
• TRAIL: Trust-Aware Client Scheduling for Semi-Decentralized Federated Learning
  16 Dec 2024 0 repositories listed
• UA-PDFL: A Personalized Approach for Decentralized Federated Learning
  16 Dec 2024 0 repositories listed
• ProFe: Communication-Efficient Decentralized Federated Learning via Distillation and Prototypes
  15 Dec 2024 0 repositories listed
• Adaptive Quantization Resolution and Power Control for Federated Learning over Cell-free Networks
  14 Dec 2024 0 repositories listed
• Predicting Survival of Hemodialysis Patients using Federated Learning
  14 Dec 2024 0 repositories listed
• Client-Side Patching against Backdoor Attacks in Federated Learning
  13 Dec 2024 0 repositories listed
• ExclaveFL: Providing Transparency to Federated Learning using Exclaves
  13 Dec 2024 0 repositories listed
• Deep Learning Model Security: Threats and Defenses
  12 Dec 2024 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.