Browse State-of-the-Art › Federated Learning › Papers, page 24

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 24 of 68: papers 2,301 to 2,400 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.

• Towards Trustworthy Federated Learning
  5 Mar 2025 0 repositories listed
• WarmFed: Federated Learning with Warm-Start for Globalization and Personalization Via Personalized Diffusion Models
  5 Mar 2025 0 repositories listed
• Federated Learning Meets Fluid Antenna: Towards Robust and Scalable Edge Intelligence
  4 Mar 2025 0 repositories listed
• Leveraging Randomness in Model and Data Partitioning for Privacy Amplification
  4 Mar 2025 0 repositories listed
• Federated Learning Framework via Distributed Mutual Learning
  3 Mar 2025 0 repositories listed
• Heterogeneity Matters even More in Distributed Learning: Study from Generalization Perspective
  3 Mar 2025 0 repositories listed
• MAB-Based Channel Scheduling for Asynchronous Federated Learning in Non-Stationary Environments
  3 Mar 2025 0 repositories listed
• Unmasking Digital Falsehoods: A Comparative Analysis of LLM-Based Misinformation Detection Strategies
  2 Mar 2025 0 repositories listed
• Conditioning on Local Statistics for Scalable Heterogeneous Federated Learning
  1 Mar 2025 0 repositories listed
• Asynchronous Personalized Federated Learning through Global Memorization
  1 Mar 2025 0 repositories listed
• Communication-Efficient Device Scheduling for Federated Learning Using Lyapunov Optimization
  1 Mar 2025 0 repositories listed
• Fed-KAN: Federated Learning with Kolmogorov-Arnold Networks for Traffic Prediction
  28 Feb 2025 0 repositories listed
• FedDyMem: Efficient Federated Learning with Dynamic Memory and Memory-Reduce for Unsupervised Image Anomaly Detection
  28 Feb 2025 0 repositories listed
• QFAL: Quantum Federated Adversarial Learning
  28 Feb 2025 0 repositories listed
• DPZV: Elevating the Tradeoff between Privacy and Utility in Zeroth-Order Vertical Federated Learning
  27 Feb 2025 0 repositories listed
• FedMentalCare: Towards Privacy-Preserving Fine-Tuned LLMs to Analyze Mental Health Status Using Federated Learning Framework
  27 Feb 2025 0 repositories listed
• Probabilistic Federated Prompt-Tuning with Non-IID and Imbalanced Data
  27 Feb 2025 0 repositories listed Syntology 0 ran · 1 unverified (of 1 harvested sample) · 1 pointer-only (licence)
• Revisit the Stability of Vanilla Federated Learning Under Diverse Conditions
  27 Feb 2025 0 repositories listed
• CLLoRA: An Approach to Measure the Effects of the Context Length for LLM Fine-Tuning
  26 Feb 2025 0 repositories listed
• Robust Over-the-Air Computation with Type-Based Multiple Access
  26 Feb 2025 0 repositories listed
• Design and implementation of a distributed security threat detection system integrating federated learning and multimodal LLM
  25 Feb 2025 0 repositories listed
• Differentially Private Federated Learning With Time-Adaptive Privacy Spending
  25 Feb 2025 0 repositories listed
• FinP: Fairness-in-Privacy in Federated Learning by Addressing Disparities in Privacy Risk
  25 Feb 2025 0 repositories listed
• H-FLTN: A Privacy-Preserving Hierarchical Framework for Electric Vehicle Spatio-Temporal Charge Prediction
  25 Feb 2025 0 repositories listed
• Personalized Federated Learning for Egocentric Video Gaze Estimation with Comprehensive Parameter Frezzing
  25 Feb 2025 0 repositories listed
• The Built-In Robustness of Decentralized Federated Averaging to Bad Data
  25 Feb 2025 0 repositories listed
• Electrical Load Forecasting over Multihop Smart Metering Networks with Federated Learning
  24 Feb 2025 0 repositories listed
• FedSV: Byzantine-Robust Federated Learning via Shapley Value
  24 Feb 2025 0 repositories listed
• Robust Federated Learning in Unreliable Wireless Networks: A Client Selection Approach
  24 Feb 2025 0 repositories listed
• Robust Federated Learning with Global Sensitivity Estimation for Financial Risk Management
  24 Feb 2025 0 repositories listed
• VGFL-SA: Vertical Graph Federated Learning Structure Attack Based on Contrastive Learning
  24 Feb 2025 0 repositories listed
• Vision Language Models in Medicine
  24 Feb 2025 0 repositories listed
• FedDA-TSformer: Federated Domain Adaptation with Vision TimeSformer for Left Ventricle Segmentation on Gated Myocardial Perfusion SPECT Image
  23 Feb 2025 0 repositories listed
• FedNIA: Noise-Induced Activation Analysis for Mitigating Data Poisoning in FL
  23 Feb 2025 0 repositories listed
• Multi-Target Federated Backdoor Attack Based on Feature Aggregation
  23 Feb 2025 0 repositories listed
• Toward Responsible Federated Large Language Models: Leveraging a Safety Filter and Constitutional AI
  23 Feb 2025 0 repositories listed
• TrustChain: A Blockchain Framework for Auditing and Verifying Aggregators in Decentralized Federated Learning
  23 Feb 2025 0 repositories listed
• A Survey of Model Extraction Attacks and Defenses in Distributed Computing Environments
  22 Feb 2025 0 repositories listed
• FedORGP: Guiding Heterogeneous Federated Learning with Orthogonality Regularization on Global Prototypes
  22 Feb 2025 0 repositories listed
• SEAFL: Enhancing Efficiency in Semi-Asynchronous Federated Learning through Adaptive Aggregation and Selective Training
  22 Feb 2025 0 repositories listed
• Orthogonal Calibration for Asynchronous Federated Learning
  21 Feb 2025 0 repositories listed
• Blockchain-based Framework for Scalable and Incentivized Federated Learning
  20 Feb 2025 0 repositories listed
• Distributed U-net model and Image Segmentation for Lung Cancer Detection
  20 Feb 2025 0 repositories listed
• Federated Fine-Tuning of Large Language Models: Kahneman-Tversky vs. Direct Preference Optimization
  20 Feb 2025 0 repositories listed
• FedMobile: Enabling Knowledge Contribution-aware Multi-modal Federated Learning with Incomplete Modalities
  20 Feb 2025 0 repositories listed
• Model Inversion Attack against Federated Unlearning
  20 Feb 2025 0 repositories listed
• VFL-RPS: Relevant Participant Selection in Vertical Federated Learning
  20 Feb 2025 0 repositories listed
• Vision Foundation Models in Medical Image Analysis: Advances and Challenges
  20 Feb 2025 0 repositories listed
• Homophily Heterogeneity Matters in Graph Federated Learning: A Spectrum Sharing and Complementing Perspective
  19 Feb 2025 0 repositories listed
• Smoothed Normalization for Efficient Distributed Private Optimization
  19 Feb 2025 0 repositories listed
• Federated Variational Inference for Bayesian Mixture Models
  18 Feb 2025 0 repositories listed
• A new framework for prognostics in decentralized industries: Enhancing fairness, security, and transparency through Blockchain and Federated Learning
  17 Feb 2025 0 repositories listed
• Double Momentum and Error Feedback for Clipping with Fast Rates and Differential Privacy
  17 Feb 2025 0 repositories listed
• FedEAT: A Robustness Optimization Framework for Federated LLMs
  17 Feb 2025 0 repositories listed
• Fluid Antenna Enabled Over-the-Air Federated Learning: Joint Optimization of Positioning, Beamforming, and User Selection
  17 Feb 2025 0 repositories listed
• ClusMFL: A Cluster-Enhanced Framework for Modality-Incomplete Multimodal Federated Learning in Brain Imaging Analysis
  14 Feb 2025 0 repositories listed
• Efficient Zero-Order Federated Finetuning of Language Models for Resource-Constrained Devices
  14 Feb 2025 0 repositories listed
• Federated Learning-Driven Cybersecurity Framework for IoT Networks with Privacy-Preserving and Real-Time Threat Detection Capabilities
  14 Feb 2025 0 repositories listed
• Ten Challenging Problems in Federated Foundation Models
  14 Feb 2025 0 repositories listed
• Fine-Tuning Foundation Models with Federated Learning for Privacy Preserving Medical Time Series Forecasting
  13 Feb 2025 0 repositories listed
• RLSA-PFL: Robust Lightweight Secure Aggregation with Model Inconsistency Detection in Privacy-Preserving Federated Learning
  13 Feb 2025 0 repositories listed
• Towards Seamless Hierarchical Federated Learning under Intermittent Client Participation: A Stagewise Decision-Making Methodology
  13 Feb 2025 0 repositories listed
• Vertical Federated Continual Learning via Evolving Prototype Knowledge
  13 Feb 2025 0 repositories listed
• Local Differential Privacy is Not Enough: A Sample Reconstruction Attack against Federated Learning with Local Differential Privacy
  12 Feb 2025 0 repositories listed
• One-Shot Federated Learning with Classifier-Free Diffusion Models
  12 Feb 2025 0 repositories listed
• Optimizing Asynchronous Federated Learning: A Delicate Trade-Off Between Model-Parameter Staleness and Update Frequency
  12 Feb 2025 0 repositories listed
• Representation Learning to Advance Multi-institutional Studies with Electronic Health Record Data
  12 Feb 2025 0 repositories listed
• SLVR: Securely Leveraging Client Validation for Robust Federated Learning
  12 Feb 2025 0 repositories listed
• Vertical Federated Learning in Practice: The Good, the Bad, and the Ugly
  12 Feb 2025 0 repositories listed
• FedAPA: Server-side Gradient-Based Adaptive Personalized Aggregation for Federated Learning on Heterogeneous Data
  11 Feb 2025 0 repositories listed
• Federated Self-supervised Domain Generalization for Label-efficient Polyp Segmentation
  11 Feb 2025 0 repositories listed
• Initialization Matters: Unraveling the Impact of Pre-Training on Federated Learning
  11 Feb 2025 0 repositories listed
• PFedDST: Personalized Federated Learning with Decentralized Selection Training
  11 Feb 2025 0 repositories listed
• Unveiling Client Privacy Leakage from Public Dataset Usage in Federated Distillation
  11 Feb 2025 0 repositories listed
• Analytic Personalized Federated Meta-Learning
  10 Feb 2025 0 repositories listed
• Delay Optimization of a Federated Learning-based UAV-aided IoT network
  10 Feb 2025 0 repositories listed
• Federated Continual Learning: Concepts, Challenges, and Solutions
  10 Feb 2025 0 repositories listed
• Federated Sinkhorn
  10 Feb 2025 0 repositories listed
• Fine-Tuning Federated Learning-Based Intrusion Detection Systems for Transportation IoT
  10 Feb 2025 0 repositories listed
• Fine-tuning Multimodal Transformers on Edge: A Parallel Split Learning Approach
  10 Feb 2025 0 repositories listed
• Many-Task Federated Fine-Tuning via Unified Task Vectors
  10 Feb 2025 0 repositories listed
• Meta-Computing Enhanced Federated Learning in IIoT: Satisfaction-Aware Incentive Scheme via DRL-Based Stackelberg Game
  10 Feb 2025 0 repositories listed
• Secure Visual Data Processing via Federated Learning
  9 Feb 2025 0 repositories listed
• DMPA: Model Poisoning Attacks on Decentralized Federated Learning for Model Differences
  7 Feb 2025 0 repositories listed
• Exploit Gradient Skewness to Circumvent Byzantine Defenses for Federated Learning
  7 Feb 2025 0 repositories listed
• Federated Learning for Anomaly Detection in Energy Consumption Data: Assessing the Vulnerability to Adversarial Attacks
  7 Feb 2025 0 repositories listed
• Graph Federated Learning Based Proactive Content Caching in Edge Computing
  7 Feb 2025 0 repositories listed
• LATTEO: A Framework to Support Learning Asynchronously Tempered with Trusted Execution and Obfuscation
  7 Feb 2025 0 repositories listed
• Principles and Components of Federated Learning Architectures
  7 Feb 2025 0 repositories listed
• Using Federated Machine Learning in Predictive Maintenance of Jet Engines
  7 Feb 2025 0 repositories listed
• Adaptive Prototype Knowledge Transfer for Federated Learning with Mixed Modalities and Heterogeneous Tasks
  6 Feb 2025 0 repositories listed
• Comparing privacy notions for protection against reconstruction attacks in machine learning
  6 Feb 2025 0 repositories listed
• Non-convex composite federated learning with heterogeneous data
  6 Feb 2025 0 repositories listed
• Private Federated Learning In Real World Application -- A Case Study
  6 Feb 2025 0 repositories listed
• FedP²EFT: Federated Learning to Personalize Parameter Efficient Fine-Tuning for Multilingual LLMs
  5 Feb 2025 0 repositories listed
• Interaction-Aware Gaussian Weighting for Clustered Federated Learning
  5 Feb 2025 0 repositories listed
• Multi-objective methods in Federated Learning: A survey and taxonomy
  5 Feb 2025 0 repositories listed
• The Other Side of the Coin: Unveiling the Downsides of Model Aggregation in Federated Learning from a Layer-peeled Perspective
  5 Feb 2025 0 repositories listed
• Vertical Federated Learning for Failure-Cause Identification in Disaggregated Microwave Networks
  5 Feb 2025 0 repositories listed
• A Hybrid Swarm Intelligence Approach for Optimizing Multimodal Large Language Models Deployment in Edge-Cloud-based Federated Learning Environments
  4 Feb 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.