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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 21 of 68: papers 2,001 to 2,100 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.

• FedGraM: Defending Against Untargeted Attacks in Federated Learning via Embedding Gram Matrix
  20 May 2025 0 repositories listed
• Personalized Bayesian Federated Learning with Wasserstein Barycenter Aggregation
  20 May 2025 0 repositories listed
• Cross-Cloud Data Privacy Protection: Optimizing Collaborative Mechanisms of AI Systems by Integrating Federated Learning and LLMs
  19 May 2025 0 repositories listed
• FedCTTA: A Collaborative Approach to Continual Test-Time Adaptation in Federated Learning
  19 May 2025 0 repositories listed
• FedSVD: Adaptive Orthogonalization for Private Federated Learning with LoRA
  19 May 2025 0 repositories listed
• FlexFed: Mitigating Catastrophic Forgetting in Heterogeneous Federated Learning in Pervasive Computing Environments
  19 May 2025 0 repositories listed
• FLTG: Byzantine-Robust Federated Learning via Angle-Based Defense and Non-IID-Aware Weighting
  19 May 2025 0 repositories listed
• Optimal Client Sampling in Federated Learning with Client-Level Heterogeneous Differential Privacy
  19 May 2025 0 repositories listed
• RIFLES: Resource-effIcient Federated LEarning via Scheduling
  19 May 2025 0 repositories listed
• Traceable Black-box Watermarks for Federated Learning
  19 May 2025 0 repositories listed Syntology 1 ran (of which 0 constructed an object rather than computing a result; 0 with no instrument failure: 0 honoured, 0 violated, 0 with no contract checked; 1 where Syntology's instrument failed) · 0 unverified (of 1 harvested sample) · 1 pointer-only (licence)
• A Comprehensive Review of Techniques, Algorithms, Advancements, Challenges, and Clinical Applications of Multi-modal Medical Image Fusion for Improved Diagnosis
  18 May 2025 0 repositories listed
• γ-FedHT: Stepsize-Aware Hard-Threshold Gradient Compression in Federated Learning
  18 May 2025 0 repositories listed
• FedHQ: Hybrid Runtime Quantization for Federated Learning
  17 May 2025 0 repositories listed
• Incentivize Contribution and Learn Parameters Too: Federated Learning with Strategic Data Owners
  17 May 2025 0 repositories listed
• Random Client Selection on Contrastive Federated Learning for Tabular Data
  16 May 2025 0 repositories listed
• Nosy Layers, Noisy Fixes: Tackling DRAs in Federated Learning Systems using Explainable AI
  16 May 2025 0 repositories listed
• Deep Latent Variable Model based Vertical Federated Learning with Flexible Alignment and Labeling Scenarios
  16 May 2025 0 repositories listed
• FedDuA: Doubly Adaptive Federated Learning
  16 May 2025 0 repositories listed
• Heterogeneity-Aware Client Sampling: A Unified Solution for Consistent Federated Learning
  16 May 2025 0 repositories listed
• Joint Graph Estimation and Signal Restoration for Robust Federated Learning
  16 May 2025 0 repositories listed
• Multi-Modal Multi-Task (M3T) Federated Foundation Models for Embodied AI: Potentials and Challenges for Edge Integration
  16 May 2025 0 repositories listed
• Quantum-Evolutionary Neural Networks for Multi-Agent Federated Learning
  16 May 2025 0 repositories listed
• Tool-Aided Evolutionary LLM for Generative Policy Toward Efficient Resource Management in Wireless Federated Learning
  16 May 2025 0 repositories listed
• A Survey of Learning-Based Intrusion Detection Systems for In-Vehicle Network
  15 May 2025 0 repositories listed
• Cutting Through Privacy: A Hyperplane-Based Data Reconstruction Attack in Federated Learning
  15 May 2025 0 repositories listed
• Defending the Edge: Representative-Attention for Mitigating Backdoor Attacks in Federated Learning
  15 May 2025 0 repositories listed
• Enhancing the Performance of Global Model by Improving the Adaptability of Local Models in Federated Learning
  15 May 2025 0 repositories listed
• FedGRec: Dynamic Spatio-Temporal Federated Graph Learning for Secure and Efficient Cross-Border Recommendations
  15 May 2025 0 repositories listed
• Robust Federated Learning on Edge Devices with Domain Heterogeneity
  15 May 2025 0 repositories listed
• Sybil-based Virtual Data Poisoning Attacks in Federated Learning
  15 May 2025 0 repositories listed
• Chisme: Fully Decentralized Differentiated Deep Learning for Edge Intelligence
  14 May 2025 0 repositories listed
• Robust Federated Learning with Confidence-Weighted Filtering and GAN-Based Completion under Noisy and Incomplete Data
  14 May 2025 0 repositories listed
• Toward Malicious Clients Detection in Federated Learning
  14 May 2025 0 repositories listed
• Federated Large Language Models: Feasibility, Robustness, Security and Future Directions
  13 May 2025 0 repositories listed
• FedRS-Bench: Realistic Federated Learning Datasets and Benchmarks in Remote Sensing
  13 May 2025 0 repositories listed
• Modular Federated Learning: A Meta-Framework Perspective
  13 May 2025 0 repositories listed
• Multi-Layer Hierarchical Federated Learning with Quantization
  13 May 2025 0 repositories listed
• Privacy-Preserving Analytics for Smart Meter (AMI) Data: A Hybrid Approach to Comply with CPUC Privacy Regulations
  13 May 2025 0 repositories listed
• Demo: A Practical Testbed for Decentralized Federated Learning on Physical Edge Devices
  12 May 2025 0 repositories listed
• Enhancing Federated Learning with Kolmogorov-Arnold Networks: A Comparative Study Across Diverse Aggregation Strategies
  12 May 2025 0 repositories listed
• FedIFL: A federated cross-domain diagnostic framework for motor-driven systems with inconsistent fault modes
  12 May 2025 0 repositories listed
• Personalized Federated Learning under Model Dissimilarity Constraints
  12 May 2025 0 repositories listed
• Securing Genomic Data Against Inference Attacks in Federated Learning Environments
  12 May 2025 0 repositories listed
• Sharp Gaussian approximations for Decentralized Federated Learning
  12 May 2025 0 repositories listed
• AugMixCloak: A Defense against Membership Inference Attacks via Image Transformation
  11 May 2025 0 repositories listed
• Empirical Analysis of Asynchronous Federated Learning on Heterogeneous Devices: Efficiency, Fairness, and Privacy Trade-offs
  11 May 2025 0 repositories listed
• Federated Learning with LoRA Optimized DeiT and Multiscale Patch Embedding for Secure Eye Disease Recognition
  11 May 2025 0 repositories listed
• MMiC: Mitigating Modality Incompleteness in Clustered Federated Learning
  11 May 2025 0 repositories listed
• Towards Artificial General or Personalized Intelligence? A Survey on Foundation Models for Personalized Federated Intelligence
  11 May 2025 0 repositories listed
• FedADP: Unified Model Aggregation for Federated Learning with Heterogeneous Model Architectures
  10 May 2025 0 repositories listed
• Privacy-aware Berrut Approximated Coded Computing applied to general distributed learning
  10 May 2025 0 repositories listed
• DaringFed: A Dynamic Bayesian Persuasion Pricing for Online Federated Learning under Two-sided Incomplete Information
  9 May 2025 0 repositories listed
• Remote Rowhammer Attack using Adversarial Observations on Federated Learning Clients
  9 May 2025 0 repositories listed
• Adaptive Biased User Scheduling for Heterogeneous Wireless Federate Learning Network
  8 May 2025 0 repositories listed
• Balancing Client Participation in Federated Learning Using AoI
  8 May 2025 0 repositories listed
• Federated Deconfounding and Debiasing Learning for Out-of-Distribution Generalization
  8 May 2025 0 repositories listed
• Federated Learning for Cyber Physical Systems: A Comprehensive Survey
  8 May 2025 0 repositories listed
• FedRE: Robust and Effective Federated Learning with Privacy Preference
  8 May 2025 0 repositories listed
• FedTDP: A Privacy-Preserving and Unified Framework for Trajectory Data Preparation via Federated Learning
  8 May 2025 0 repositories listed
• QualBench: Benchmarking Chinese LLMs with Localized Professional Qualifications for Vertical Domain Evaluation
  8 May 2025 0 repositories listed
• User Behavior Analysis in Privacy Protection with Large Language Models: A Study on Privacy Preferences with Limited Data
  8 May 2025 0 repositories listed
• FedBWO: Enhancing Communication Efficiency in Federated Learning
  7 May 2025 0 repositories listed
• Cluster-Aware Multi-Round Update for Wireless Federated Learning in Heterogeneous Environments
  6 May 2025 0 repositories listed
• Small-Scale-Fading-Aware Resource Allocation in Wireless Federated Learning
  6 May 2025 0 repositories listed
• HSplitLoRA: A Heterogeneous Split Parameter-Efficient Fine-Tuning Framework for Large Language Models
  5 May 2025 0 repositories listed
• Incentivizing Inclusive Contributions in Model Sharing Markets
  5 May 2025 0 repositories listed
• Lazy But Effective: Collaborative Personalized Federated Learning with Heterogeneous Data
  5 May 2025 0 repositories listed
• Bayesian Federated Cause-of-Death Classification and Quantification Under Distribution Shift
  4 May 2025 0 repositories listed
• Mitigating Group-Level Fairness Disparities in Federated Visual Language Models
  3 May 2025 0 repositories listed
• PQS-BFL: A Post-Quantum Secure Blockchain-based Federated Learning Framework
  3 May 2025 0 repositories listed
• Privacy Preserving Machine Learning Model Personalization through Federated Personalized Learning
  3 May 2025 0 repositories listed
• Towards Trustworthy Federated Learning with Untrusted Participants
  3 May 2025 0 repositories listed
• Federated Adapter on Foundation Models: An Out-Of-Distribution Approach
  2 May 2025 0 repositories listed
• Secure Cluster-Based Hierarchical Federated Learning in Vehicular Networks
  2 May 2025 0 repositories listed
• AI-Driven IRM: Transforming insider risk management with adaptive scoring and LLM-based threat detection
  1 May 2025 0 repositories listed
• Communication-Efficient Wireless Federated Fine-Tuning for Large-Scale AI Models
  1 May 2025 0 repositories listed
• FedEMA: Federated Exponential Moving Averaging with Negative Entropy Regularizer in Autonomous Driving
  1 May 2025 0 repositories listed
• Open-Source LLM-Driven Federated Transformer for Predictive IoV Management
  1 May 2025 0 repositories listed
• A Generalized Meta Federated Learning Framework with Theoretical Convergence Guarantees
  30 Apr 2025 0 repositories listed
• Online Federation For Mixtures of Proprietary Agents with Black-Box Encoders
  30 Apr 2025 0 repositories listed
• Sparsification Under Siege: Defending Against Poisoning Attacks in Communication-Efficient Federated Learning
  30 Apr 2025 0 repositories listed
• Whispers of Data: Unveiling Label Distributions in Federated Learning Through Virtual Client Simulation
  30 Apr 2025 0 repositories listed
• AI-Based Crypto Tokens: The Illusion of Decentralized AI?
  29 Apr 2025 0 repositories listed
• Artificial Intelligence for Personalized Prediction of Alzheimer's Disease Progression: A Survey of Methods, Data Challenges, and Future Directions
  29 Apr 2025 0 repositories listed
• Clustering-Based Evolutionary Federated Multiobjective Optimization and Learning
  29 Apr 2025 0 repositories listed
• Federated learning, ethics, and the double black box problem in medical AI
  29 Apr 2025 0 repositories listed
• Federated One-Shot Learning with Data Privacy and Objective-Hiding
  29 Apr 2025 0 repositories listed
• FedHERO: A Federated Learning Approach for Node Classification Task on Heterophilic Graphs
  29 Apr 2025 0 repositories listed
• Hubs and Spokes Learning: Efficient and Scalable Collaborative Machine Learning
  29 Apr 2025 0 repositories listed
• Learning and Generalization with Mixture Data
  29 Apr 2025 0 repositories listed
• FedAvgen: Metadata for Model Aggregation In Communication Systems
  28 Apr 2025 0 repositories listed
• Robust Federated Personalised Mean Estimation for the Gaussian Mixture Model
  28 Apr 2025 0 repositories listed
• Harmonizing Generalization and Personalization in Ring-topology Decentralized Federated Learning
  27 Apr 2025 0 repositories listed
• Federated Learning-based Semantic Segmentation for Lane and Object Detection in Autonomous Driving
  26 Apr 2025 0 repositories listed
• Differential Privacy-Driven Framework for Enhancing Heart Disease Prediction
  25 Apr 2025 0 repositories listed
• Privacy-Preserving Personalized Federated Learning for Distributed Photovoltaic Disaggregation under Statistical Heterogeneity
  25 Apr 2025 0 repositories listed
• Switch-Based Multi-Part Neural Network
  25 Apr 2025 0 repositories listed
• DP2FL: Dual Prompt Personalized Federated Learning in Foundation Models
  23 Apr 2025 0 repositories listed
• Efficient Data Valuation Approximation in Federated Learning: A Sampling-based Approach
  23 Apr 2025 0 repositories listed
• Federated EndoViT: Pretraining Vision Transformers via Federated Learning on Endoscopic Image Collections
  23 Apr 2025 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.