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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 25 of 68: papers 2,401 to 2,500 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.

• Federated Low-Rank Tensor Estimation for Multimodal Image Reconstruction
  4 Feb 2025 0 repositories listed
• Gradient Correction in Federated Learning with Adaptive Optimization
  4 Feb 2025 0 repositories listed
• A Framework for Double-Blind Federated Adaptation of Foundation Models
  3 Feb 2025 0 repositories listed
• A Privacy-Preserving Domain Adversarial Federated learning for multi-site brain functional connectivity analysis
  3 Feb 2025 0 repositories listed
• Decoding FL Defenses: Systemization, Pitfalls, and Remedies
  3 Feb 2025 0 repositories listed
• Federated Learning with Discriminative Naive Bayes Classifier
  3 Feb 2025 0 repositories listed
• FedGES: A Federated Learning Approach for BN Structure Learning
  3 Feb 2025 0 repositories listed
• Metric Privacy in Federated Learning for Medical Imaging: Improving Convergence and Preventing Client Inference Attacks
  3 Feb 2025 0 repositories listed
• Federated Generalised Variational Inference: A Robust Probabilistic Federated Learning Framework
  2 Feb 2025 0 repositories listed Syntology 2 ran (of which 2 constructed an object rather than computing a result; 2 with no instrument failure: 0 honoured, 0 violated, 2 with no contract checked; 0 where Syntology's instrument failed) · 1 unverified; every one of the 2 samples that ran constructed an object rather than computing a result (of 3 harvested samples) · 3 pointer-only (licence)
• Data Overvaluation Attack and Truthful Data Valuation in Federated Learning
  1 Feb 2025 0 repositories listed
• BICompFL: Stochastic Federated Learning with Bi-Directional Compression
  31 Jan 2025 0 repositories listed
• Byzantine-Resilient Zero-Order Optimization for Communication-Efficient Heterogeneous Federated Learning
  31 Jan 2025 0 repositories listed
• Continuous-Time Analysis of Federated Averaging
  31 Jan 2025 0 repositories listed
• FedRTS: Federated Robust Pruning via Combinatorial Thompson Sampling
  31 Jan 2025 0 repositories listed Syntology 2 ran (of which 0 constructed an object rather than computing a result; 1 with no instrument failure: 1 honoured, 0 violated, 0 with no contract checked; 1 where Syntology's instrument failed) · 1 unverified (of 3 harvested samples) · 3 pointer-only (licence)
• FL-APU: A Software Architecture to Ease Practical Implementation of Cross-Silo Federated Learning
  31 Jan 2025 0 repositories listed
• Privacy Preserving Charge Location Prediction for Electric Vehicles
  31 Jan 2025 0 repositories listed
• S-VOTE: Similarity-based Voting for Client Selection in Decentralized Federated Learning
  31 Jan 2025 0 repositories listed
• Understanding Federated Learning from IID to Non-IID dataset: An Experimental Study
  31 Jan 2025 0 repositories listed
• Advancing Personalized Federated Learning: Integrative Approaches with AI for Enhanced Privacy and Customization
  30 Jan 2025 0 repositories listed
• Exploring Potential Prompt Injection Attacks in Federated Military LLMs and Their Mitigation
  30 Jan 2025 0 repositories listed
• SAFL: Structure-Aware Personalized Federated Learning via Client-Specific Clustering and SCSI-Guided Model Pruning
  30 Jan 2025 0 repositories listed
• Targeted Data Fusion for Causal Survival Analysis Under Distribution Shift
  30 Jan 2025 0 repositories listed
• Update Estimation and Scheduling for Over-the-Air Federated Learning with Energy Harvesting Devices
  30 Jan 2025 0 repositories listed
• A Survey on Cluster-based Federated Learning
  29 Jan 2025 0 repositories listed
• Adaptively Weighted Averaging Over-the-Air Computation and Its Application to Distributed Gaussian Process Regression
  29 Jan 2025 0 repositories listed
• Byzantine-Robust Federated Learning over Ring-All-Reduce Distributed Computing
  29 Jan 2025 0 repositories listed
• Do We Really Need to Design New Byzantine-robust Aggregation Rules?
  29 Jan 2025 0 repositories listed
• Poisoning Attacks and Defenses to Federated Unlearning
  29 Jan 2025 0 repositories listed
• Connecting Federated ADMM to Bayes
  28 Jan 2025 0 repositories listed
• FedEFM: Federated Endovascular Foundation Model with Unseen Data
  28 Jan 2025 0 repositories listed
• Federated Learning for Efficient Condition Monitoring and Anomaly Detection in Industrial Cyber-Physical Systems
  28 Jan 2025 0 repositories listed
• Federated Learning Strategies for Coordinated Beamforming in Multicell ISAC
  28 Jan 2025 0 repositories listed
• Heterogeneity-aware Personalized Federated Learning via Adaptive Dual-Agent Reinforcement Learning
  28 Jan 2025 0 repositories listed
• Meta-Federated Learning: A Novel Approach for Real-Time Traffic Flow Management
  28 Jan 2025 0 repositories listed
• A Unified Analysis of Stochastic Gradient Descent with Arbitrary Data Permutations and Beyond
  27 Jan 2025 0 repositories listed
• Enhancing the Convergence of Federated Learning Aggregation Strategies with Limited Data
  27 Jan 2025 0 repositories listed
• Integrating Personalized Federated Learning with Control Systems for Enhanced Performance
  27 Jan 2025 0 repositories listed
• Measuring Heterogeneity in Machine Learning with Distributed Energy Distance
  27 Jan 2025 0 repositories listed
• Decentralized Low-Rank Fine-Tuning of Large Language Models
  26 Jan 2025 0 repositories listed
• FedAlign: Federated Domain Generalization with Cross-Client Feature Alignment
  26 Jan 2025 0 repositories listed
• A Post-Processing-Based Fair Federated Learning Framework
  25 Jan 2025 0 repositories listed
• A Two-Stage CAE-Based Federated Learning Framework for Efficient Jamming Detection in 5G Networks
  25 Jan 2025 0 repositories listed
• Adaptive Client Selection in Federated Learning: A Network Anomaly Detection Use Case
  25 Jan 2025 0 repositories listed
• Efficient Client Selection in Federated Learning
  25 Jan 2025 0 repositories listed
• Pre-trained Model Guided Mixture Knowledge Distillation for Adversarial Federated Learning
  25 Jan 2025 0 repositories listed
• Towards Distributed Backdoor Attacks with Network Detection in Decentralized Federated Learning
  25 Jan 2025 0 repositories listed
• Adaptive Rank Allocation for Federated Parameter-Efficient Fine-Tuning of Language Models
  24 Jan 2025 0 repositories listed
• Data Assetization via Resources-decoupled Federated Learning
  24 Jan 2025 0 repositories listed
• Federated Domain Generalization with Data-free On-server Matching Gradient
  24 Jan 2025 0 repositories listed
• Optimal Strategies for Federated Learning Maintaining Client Privacy
  24 Jan 2025 0 repositories listed
• AirTOWN: A Privacy-Preserving Mobile App for Real-time Pollution-Aware POI Suggestion
  23 Jan 2025 0 repositories listed
• PBM-VFL: Vertical Federated Learning with Feature and Sample Privacy
  23 Jan 2025 0 repositories listed
• Privacy-Preserving Personalized Federated Prompt Learning for Multimodal Large Language Models
  23 Jan 2025 0 repositories listed
• Unlearning Clients, Features and Samples in Vertical Federated Learning
  23 Jan 2025 0 repositories listed
• A Selective Homomorphic Encryption Approach for Faster Privacy-Preserving Federated Learning
  22 Jan 2025 0 repositories listed
• Anomaly Detection in Double-entry Bookkeeping Data by Federated Learning System with Non-model Sharing Approach
  22 Jan 2025 0 repositories listed
• Bad-PFL: Exploring Backdoor Attacks against Personalized Federated Learning
  22 Jan 2025 0 repositories listed
• FedGrAINS: Personalized SubGraph Federated Learning with Adaptive Neighbor Sampling
  22 Jan 2025 0 repositories listed
• Practical quantum federated learning and its experimental demonstration
  22 Jan 2025 0 repositories listed
• CYCle: Choosing Your Collaborators Wisely to Enhance Collaborative Fairness in Decentralized Learning
  21 Jan 2025 0 repositories listed
• Enhancing Privacy in the Early Detection of Sexual Predators Through Federated Learning and Differential Privacy
  21 Jan 2025 0 repositories listed
• FedCLEAN: byzantine defense by CLustering Errors of Activation maps in Non-IID federated learning environments
  21 Jan 2025 0 repositories listed
• Heterogeneous Federated Learning System for Sparse Healthcare Time-Series Prediction
  21 Jan 2025 0 repositories listed
• Heterogeneous Federated Learning Systems for Time-Series Power Consumption Prediction with Multi-Head Embedding Mechanism
  21 Jan 2025 0 repositories listed
• Communication-Efficient Federated Learning by Quantized Variance Reduction for Heterogeneous Wireless Edge Networks
  20 Jan 2025 0 repositories listed
• Federated Learning with Sample-level Client Drift Mitigation
  20 Jan 2025 0 repositories listed
• Personalized Federated Learning for Cellular VR: Online Learning and Dynamic Caching
  20 Jan 2025 0 repositories listed
• Sparse Incremental Aggregation in Satellite Federated Learning
  20 Jan 2025 0 repositories listed
• The Transition from Centralized Machine Learning to Federated Learning for Mental Health in Education: A Survey of Current Methods and Future Directions
  20 Jan 2025 0 repositories listed
• Trustformer: A Trusted Federated Transformer
  20 Jan 2025 0 repositories listed
• A Novel Pearson Correlation-Based Merging Algorithm for Robust Distributed Machine Learning with Heterogeneous Data
  19 Jan 2025 0 repositories listed
• Federated Deep Reinforcement Learning for Energy Efficient Multi-Functional RIS-Assisted Low-Earth Orbit Networks
  19 Jan 2025 0 repositories listed
• Federated Testing (FedTest): A New Scheme to Enhance Convergence and Mitigate Adversarial Attacks in Federating Learning
  19 Jan 2025 0 repositories listed
• pMixFed: Efficient Personalized Federated Learning through Adaptive Layer-Wise Mixup
  19 Jan 2025 0 repositories listed
• Synesthesia of Machines (SoM)-Aided FDD Precoding with Sensing Heterogeneity: A Vertical Federated Learning Approach
  19 Jan 2025 0 repositories listed
• Temporal Analysis of Adversarial Attacks in Federated Learning
  19 Jan 2025 0 repositories listed
• Distributed Quasi-Newton Method for Fair and Fast Federated Learning
  18 Jan 2025 0 repositories listed
• Efficient Transmission of Radiomaps via Physics-Enhanced Semantic Communications
  18 Jan 2025 0 repositories listed
• UAV-Assisted Multi-Task Federated Learning with Task Knowledge Sharing
  18 Jan 2025 0 repositories listed
• Client-Centric Federated Adaptive Optimization
  17 Jan 2025 0 repositories listed
• ColNet: Collaborative Optimization in Decentralized Federated Multi-task Learning Systems
  17 Jan 2025 0 repositories listed
• HEART: Achieving Timely Multi-Model Training for Vehicle-Edge-Cloud-Integrated Hierarchical Federated Learning
  17 Jan 2025 0 repositories listed
• Multi-Task Over-the-Air Federated Learning in Cell-Free Massive MIMO Systems
  17 Jan 2025 0 repositories listed
• Artificial Intelligence-Driven Clinical Decision Support Systems
  16 Jan 2025 0 repositories listed
• Cooperative Decentralized Backdoor Attacks on Vertical Federated Learning
  16 Jan 2025 0 repositories listed
• pFedWN: A Personalized Federated Learning Framework for D2D Wireless Networks with Heterogeneous Data
  16 Jan 2025 0 repositories listed
• Mitigating Domain Shift in Federated Learning via Intra- and Inter-Domain Prototypes
  15 Jan 2025 0 repositories listed
• Maximizing Uncertainty for Federated learning via Bayesian Optimisation-based Model Poisoning
  14 Jan 2025 0 repositories listed
• Multiplayer Federated Learning: Reaching Equilibrium with Less Communication
  14 Jan 2025 0 repositories listed
• A Federated Deep Learning Framework for Cell-Free RSMA Networks
  13 Jan 2025 0 repositories listed
• Reliable Imputed-Sample Assisted Vertical Federated Learning
  11 Jan 2025 0 repositories listed
• SafeSplit: A Novel Defense Against Client-Side Backdoor Attacks in Split Learning (Full Version)
  11 Jan 2025 0 repositories listed
• Aggregating Low Rank Adapters in Federated Fine-tuning
  10 Jan 2025 0 repositories listed
• Collaborative Content Moderation in the Fediverse
  10 Jan 2025 0 repositories listed
• Encoded Spatial Attribute in Multi-Tier Federated Learning
  10 Jan 2025 0 repositories listed
• STHFL: Spatio-Temporal Heterogeneous Federated Learning
  10 Jan 2025 0 repositories listed
• FedSA: A Unified Representation Learning via Semantic Anchors for Prototype-based Federated Learning
  9 Jan 2025 0 repositories listed
• TAPFed: Threshold Secure Aggregation for Privacy-Preserving Federated Learning
  9 Jan 2025 0 repositories listed
• Decentralised Resource Sharing in TinyML: Wireless Bilayer Gossip Parallel SGD for Collaborative Learning
  8 Jan 2025 0 repositories listed
• Federated Fine-Tuning of LLMs: Framework Comparison and Research Directions
  8 Jan 2025 0 repositories listed

Syntology lines on 2 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.