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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 35 of 68: papers 3,401 to 3,500 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.

• Brain Storm Optimization Based Swarm Learning for Diabetic Retinopathy Image Classification
  24 Apr 2024 0 repositories listed
• Collaborative Heterogeneous Causal Inference Beyond Meta-analysis
  24 Apr 2024 0 repositories listed
• Federated Learning with Only Positive Labels by Exploring Label Correlations
  24 Apr 2024 0 repositories listed
• FedSI: Federated Subnetwork Inference for Efficient Uncertainty Quantification
  24 Apr 2024 0 repositories listed
• Advances and Open Challenges in Federated Foundation Models
  23 Apr 2024 0 repositories listed
• Employing Layerwised Unsupervised Learning to Lessen Data and Loss Requirements in Forward-Forward Algorithms
  23 Apr 2024 0 repositories listed
• FedGreen: Carbon-aware Federated Learning with Model Size Adaptation
  23 Apr 2024 0 repositories listed
• Fin-Fed-OD: Federated Outlier Detection on Financial Tabular Data
  23 Apr 2024 0 repositories listed
• FL-TAC: Enhanced Fine-Tuning in Federated Learning via Low-Rank, Task-Specific Adapter Clustering
  23 Apr 2024 0 repositories listed
• FLARE: A New Federated Learning Framework with Adjustable Learning Rates over Resource-Constrained Wireless Networks
  23 Apr 2024 0 repositories listed
• Apodotiko: Enabling Efficient Serverless Federated Learning in Heterogeneous Environments
  22 Apr 2024 0 repositories listed
• Distributed Learning for Wi-Fi AP Load Prediction
  22 Apr 2024 0 repositories listed
• Dual Model Replacement:invisible Multi-target Backdoor Attack based on Federal Learning
  22 Apr 2024 0 repositories listed
• Fair Concurrent Training of Multiple Models in Federated Learning
  22 Apr 2024 0 repositories listed
• FedTAD: Topology-aware Data-free Knowledge Distillation for Subgraph Federated Learning
  22 Apr 2024 0 repositories listed
• Machine Learning Techniques for MRI Data Processing at Expanding Scale
  22 Apr 2024 0 repositories listed
• Poisoning Attacks on Federated Learning-based Wireless Traffic Prediction
  22 Apr 2024 0 repositories listed
• FedMPQ: Secure and Communication-Efficient Federated Learning with Multi-codebook Product Quantization
  21 Apr 2024 0 repositories listed
• FedTrans: Efficient Federated Learning via Multi-Model Transformation
  21 Apr 2024 0 repositories listed
• A SER-based Device Selection Mechanism in Multi-bits Quantization Federated Learning
  20 Apr 2024 0 repositories listed
• Breaking the Memory Wall for Heterogeneous Federated Learning via Progressive Training
  20 Apr 2024 0 repositories listed
• Collaborative Visual Place Recognition through Federated Learning
  20 Apr 2024 0 repositories listed
• Intelligent Agents for Auction-based Federated Learning: A Survey
  20 Apr 2024 0 repositories listed
• MultiConfederated Learning: Inclusive Non-IID Data handling with Decentralized Federated Learning
  20 Apr 2024 0 repositories listed
• PAFedFV: Personalized and Asynchronous Federated Learning for Finger Vein Recognition
  20 Apr 2024 0 repositories listed
• Personalized Wireless Federated Learning for Large Language Models
  20 Apr 2024 0 repositories listed
• CaBaFL: Asynchronous Federated Learning via Hierarchical Cache and Feature Balance
  19 Apr 2024 0 repositories listed
• KoReA-SFL: Knowledge Replay-based Split Federated Learning Against Catastrophic Forgetting
  19 Apr 2024 0 repositories listed
• FCNCP: A Coupled Nonnegative CANDECOMP/PARAFAC Decomposition Based on Federated Learning
  18 Apr 2024 0 repositories listed
• FedEval-LLM: Federated Evaluation of Large Language Models on Downstream Tasks with Collective Wisdom
  18 Apr 2024 0 repositories listed
• FedMID: A Data-Free Method for Using Intermediate Outputs as a Defense Mechanism Against Poisoning Attacks in Federated Learning
  18 Apr 2024 0 repositories listed
• KDk: A Defense Mechanism Against Label Inference Attacks in Vertical Federated Learning
  18 Apr 2024 0 repositories listed
• FedEGG: Federated Learning with Explicit Global Guidance
  18 Apr 2024 0 repositories listed
• A Federated Learning Approach to Privacy Preserving Offensive Language Identification
  17 Apr 2024 0 repositories listed
• A Secure and Trustworthy Network Architecture for Federated Learning Healthcare Applications
  17 Apr 2024 0 repositories listed
• FedFa: A Fully Asynchronous Training Paradigm for Federated Learning
  17 Apr 2024 0 repositories listed
• Improved Generalization Bounds for Communication Efficient Federated Learning
  17 Apr 2024 0 repositories listed
• Lightweight Unsupervised Federated Learning with Pretrained Vision Language Model
  17 Apr 2024 0 repositories listed
• A Phone-based Distributed Ambient Temperature Measurement System with An Efficient Label-free Automated Training Strategy
  16 Apr 2024 0 repositories listed
• Randomized Exploration in Cooperative Multi-Agent Reinforcement Learning
  16 Apr 2024 0 repositories listed Syntology 11 ran (of which 0 constructed an object rather than computing a result; 11 with no instrument failure: 0 honoured, 0 violated, 11 with no contract checked; 0 where Syntology's instrument failed) · 0 unverified (of 11 harvested samples)
• Unsupervised Speaker Diarization in Distributed IoT Networks Using Federated Learning
  16 Apr 2024 0 repositories listed
• An Autoencoder-Based Constellation Design for AirComp in Wireless Federated Learning
  15 Apr 2024 0 repositories listed
• Communication-Efficient Hybrid Federated Learning for E-health with Horizontal and Vertical Data Partitioning
  15 Apr 2024 0 repositories listed
• Distributed Federated Learning-Based Deep Learning Model for Privacy MRI Brain Tumor Detection
  15 Apr 2024 0 repositories listed
• Empowering Federated Learning with Implicit Gossiping: Mitigating Connection Unreliability Amidst Unknown and Arbitrary Dynamics
  15 Apr 2024 0 repositories listed
• Federated Learning on Riemannian Manifolds with Differential Privacy
  15 Apr 2024 0 repositories listed
• FedP3: Federated Personalized and Privacy-friendly Network Pruning under Model Heterogeneity
  15 Apr 2024 0 repositories listed
• FEDSTR: Money-In AI-Out | A Decentralized Marketplace for Federated Learning and LLM Training on the NOSTR Protocol
  15 Apr 2024 0 repositories listed
• Hybrid FedGraph: An efficient hybrid federated learning algorithm using graph convolutional neural network
  15 Apr 2024 0 repositories listed
• Unsupervised Federated Optimization at the Edge: D2D-Enabled Learning without Labels
  15 Apr 2024 0 repositories listed
• Bridging Data Islands: Geographic Heterogeneity-Aware Federated Learning for Collaborative Remote Sensing Semantic Segmentation
  14 Apr 2024 0 repositories listed
• FedCCL: Federated Dual-Clustered Feature Contrast Under Domain Heterogeneity
  14 Apr 2024 0 repositories listed
• FedDistill: Global Model Distillation for Local Model De-Biasing in Non-IID Federated Learning
  14 Apr 2024 0 repositories listed
• MAP: Model Aggregation and Personalization in Federated Learning with Incomplete Classes
  14 Apr 2024 0 repositories listed
• Anti-Byzantine Attacks Enabled Vehicle Selection for Asynchronous Federated Learning in Vehicular Edge Computing
  12 Apr 2024 0 repositories listed
• Federated Optimization with Doubly Regularized Drift Correction
  12 Apr 2024 0 repositories listed
• Bayesian Federated Model Compression for Communication and Computation Efficiency
  11 Apr 2024 0 repositories listed
• FedAuxHMTL: Federated Auxiliary Hard-Parameter Sharing Multi-Task Learning for Network Edge Traffic Classification
  11 Apr 2024 0 repositories listed
• Improving Multi-Center Generalizability of GAN-Based Fat Suppression using Federated Learning
  10 Apr 2024 0 repositories listed
• Logit Calibration and Feature Contrast for Robust Federated Learning on Non-IID Data
  10 Apr 2024 0 repositories listed
• The Sandwich meta-framework for architecture agnostic deep privacy-preserving transfer learning for non-invasive brainwave decoding
  10 Apr 2024 0 repositories listed
• Automated Federated Pipeline for Parameter-Efficient Fine-Tuning of Large Language Models
  9 Apr 2024 0 repositories listed
• Dynamic D2D-Assisted Federated Learning over O-RAN: Performance Analysis, MAC Scheduler, and Asymmetric User Selection
  9 Apr 2024 0 repositories listed
• Federated learning model for predicting major postoperative complications
  9 Apr 2024 0 repositories listed
• Collaborative Multi-source Domain Adaptation Through Optimal Transport
  9 Apr 2024 0 repositories listed
• Open-Source AI-based SE Tools: Opportunities and Challenges of Collaborative Software Learning
  9 Apr 2024 0 repositories listed
• SoK: On Gradient Leakage in Federated Learning
  8 Apr 2024 0 repositories listed
• PlateSegFL: A Privacy-Preserving License Plate Detection Using Federated Segmentation Learning
  7 Apr 2024 0 repositories listed
• Hyperparameter Optimization for SecureBoost via Constrained Multi-Objective Federated Learning
  6 Apr 2024 0 repositories listed
• Vanishing Variance Problem in Fully Decentralized Neural-Network Systems
  6 Apr 2024 0 repositories listed
• Distributionally Robust Alignment for Medical Federated Vision-Language Pre-training Under Data Heterogeneity
  5 Apr 2024 0 repositories listed
• Precision Guided Approach to Mitigate Data Poisoning Attacks in Federated Learning
  5 Apr 2024 0 repositories listed
• Prompt Public Large Language Models to Synthesize Data for Private On-device Applications
  5 Apr 2024 0 repositories listed
• Exploring Lightweight Federated Learning for Distributed Load Forecasting
  4 Apr 2024 0 repositories listed
• Personalized Federated Learning for Spatio-Temporal Forecasting: A Dual Semantic Alignment-Based Contrastive Approach
  4 Apr 2024 0 repositories listed
• Federated Computing -- Survey on Building Blocks, Extensions and Systems
  3 Apr 2024 0 repositories listed
• Optimal Batch Allocation for Wireless Federated Learning
  3 Apr 2024 0 repositories listed
• QFNN-FFD: Quantum Federated Neural Network for Financial Fraud Detection
  3 Apr 2024 0 repositories listed
• Robust Federated Learning for Wireless Networks: A Demonstration with Channel Estimation
  3 Apr 2024 0 repositories listed
• Federated Distillation: A Survey
  2 Apr 2024 0 repositories listed
• Federated Multi-Agent Mapping for Planetary Exploration
  2 Apr 2024 0 repositories listed
• Addressing Heterogeneity in Federated Load Forecasting with Personalization Layers
  1 Apr 2024 0 repositories listed
• Continual Learning for Smart City: A Survey
  1 Apr 2024 0 repositories listed
• Privacy-Aware Spectrum Pricing and Power Control Optimization for LEO Satellite Internet-of-Things
  1 Apr 2024 0 repositories listed
• Supplementary File: Cooperative Gradient Coding for Semi-Decentralized Federated Learning
  31 Mar 2024 0 repositories listed
• Computation and Communication Efficient Lightweighting Vertical Federated Learning for Smart Building IoT
  30 Mar 2024 0 repositories listed
• From Learning to Analytics: Improving Model Efficacy with Goal-Directed Client Selection
  30 Mar 2024 0 repositories listed
• Adaptive Decentralized Federated Learning in Energy and Latency Constrained Wireless Networks
  29 Mar 2024 0 repositories listed
• Biased Over-the-Air Federated Learning under Wireless Heterogeneity
  28 Mar 2024 0 repositories listed
• Client-supervised Federated Learning: Towards One-model-for-all Personalization
  28 Mar 2024 0 repositories listed
• Enhancing Trust and Privacy in Distributed Networks: A Comprehensive Survey on Blockchain-based Federated Learning
  28 Mar 2024 0 repositories listed
• CoRAST: Towards Foundation Model-Powered Correlated Data Analysis in Resource-Constrained CPS and IoT
  27 Mar 2024 0 repositories listed
• FRESCO: Federated Reinforcement Energy System for Cooperative Optimization
  27 Mar 2024 0 repositories listed
• Generalized Policy Learning for Smart Grids: FL TRPO Approach
  27 Mar 2024 0 repositories listed
• Spikewhisper: Temporal Spike Backdoor Attacks on Federated Neuromorphic Learning over Low-power Devices
  27 Mar 2024 0 repositories listed
• Enhancing Privacy in Federated Learning through Local Training
  26 Mar 2024 0 repositories listed
• GPFL: A Gradient Projection-Based Client Selection Framework for Efficient Federated Learning
  26 Mar 2024 0 repositories listed
• Leak and Learn: An Attacker's Cookbook to Train Using Leaked Data from Federated Learning
  26 Mar 2024 0 repositories listed
• Not All Federated Learning Algorithms Are Created Equal: A Performance Evaluation Study
  26 Mar 2024 0 repositories listed
• Accelerating Federated Learning by Selecting Beneficial Herd of Local Gradients
  25 Mar 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.