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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 20 of 68: papers 1,901 to 2,000 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.

• FedVLMBench: Benchmarking Federated Fine-Tuning of Vision-Language Models
  11 Jun 2025 0 repositories listed
• Intelligent Travel Activity Monitoring: Generalized Distributed Acoustic Sensing Approaches
  11 Jun 2025 0 repositories listed
• Load-Aware Training Scheduling for Model Circulation-based Decentralized Federated Learning
  11 Jun 2025 0 repositories listed
• Private Aggregation for Byzantine-Resilient Heterogeneous Federated Learning
  11 Jun 2025 0 repositories listed
• SyncFed: Time-Aware Federated Learning through Explicit Timestamping and Synchronization
  11 Jun 2025 0 repositories listed
• Wavelet Scattering Transform and Fourier Representation for Offline Detection of Malicious Clients in Federated Learning
  11 Jun 2025 0 repositories listed
• HASFL: Heterogeneity-aware Split Federated Learning over Edge Computing Systems
  10 Jun 2025 0 repositories listed
• Boosting Gradient Leakage Attacks: Data Reconstruction in Realistic FL Settings
  10 Jun 2025 0 repositories listed
• A Privacy-Preserving Federated Learning Framework for Generalizable CBCT to Synthetic CT Translation in Head and Neck
  10 Jun 2025 0 repositories listed
• FLoRIST: Singular Value Thresholding for Efficient and Accurate Federated Fine-Tuning of Large Language Models
  10 Jun 2025 0 repositories listed
• Integrating Asynchronous AdaBoost into Federated Learning: Five Real World Applications
  10 Jun 2025 0 repositories listed
• UniVarFL: Uniformity and Variance Regularized Federated Learning for Heterogeneous Data
  9 Jun 2025 0 repositories listed
• Federated Learning on Stochastic Neural Networks
  9 Jun 2025 0 repositories listed
• FedCGD: Collective Gradient Divergence Optimized Scheduling for Wireless Federated Learning
  9 Jun 2025 0 repositories listed
• FedGA-Tree: Federated Decision Tree using Genetic Algorithm
  9 Jun 2025 0 repositories listed
• Synesthesia of Machines (SoM)-Aided Online FDD Precoding via Heterogeneous Multi-Modal Sensing: A Vertical Federated Learning Approach
  9 Jun 2025 0 repositories listed
• Mobility-Aware Asynchronous Federated Learning with Dynamic Sparsification
  8 Jun 2025 0 repositories listed
• pFedSOP : Accelerating Training Of Personalized Federated Learning Using Second-Order Optimization
  8 Jun 2025 0 repositories listed
• Translating Federated Learning Algorithms in Python into CSP Processes Using ChatGPT
  8 Jun 2025 0 repositories listed
• Breaking Data Silos: Towards Open and Scalable Mobility Foundation Models via Generative Continual Learning
  7 Jun 2025 0 repositories listed
• Fuse and Federate: Enhancing EV Charging Station Security with Multimodal Fusion and Federated Learning
  7 Jun 2025 0 repositories listed
• Distribution-Level AirComp for Wireless Federated Learning under Data Scarcity and Heterogeneity
  6 Jun 2025 0 repositories listed
• Multi-Modal Multi-Task Federated Foundation Models for Next-Generation Extended Reality Systems: Towards Privacy-Preserving Distributed Intelligence in AR/VR/MR
  6 Jun 2025 0 repositories listed
• Simple Yet Effective: Extracting Private Data Across Clients in Federated Fine-Tuning of Large Language Models
  6 Jun 2025 0 repositories listed
• Communication Efficient Adaptive Model-Driven Quantum Federated Learning
  5 Jun 2025 0 repositories listed
• Federated Isolation Forest for Efficient Anomaly Detection on Edge IoT Systems
  5 Jun 2025 0 repositories listed
• Ravan: Multi-Head Low-Rank Adaptation for Federated Fine-Tuning
  5 Jun 2025 0 repositories listed
• Model Splitting Enhanced Communication-Efficient Federated Learning for CSI Feedback
  4 Jun 2025 0 repositories listed
• FedFACT: A Provable Framework for Controllable Group-Fairness Calibration in Federated Learning
  4 Jun 2025 0 repositories listed Syntology 2 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; 2 where Syntology's instrument failed) · 3 unverified (of 5 harvested samples) · 5 pointer-only (licence)
• GCFL: A Gradient Correction-based Federated Learning Framework for Privacy-preserving CPSS
  4 Jun 2025 0 repositories listed
• Optimal Transport-based Domain Alignment as a Preprocessing Step for Federated Learning
  4 Jun 2025 0 repositories listed
• QA-HFL: Quality-Aware Hierarchical Federated Learning for Resource-Constrained Mobile Devices with Heterogeneous Image Quality
  4 Jun 2025 0 repositories listed
• Computation- and Communication-Efficient Online FL for Resource-Constrained Aerial Vehicles
  3 Jun 2025 0 repositories listed
• Enhancing Convergence, Privacy and Fairness for Wireless Personalized Federated Learning: Quantization-Assisted Min-Max Fair Scheduling
  3 Jun 2025 0 repositories listed
• FlowerTune: A Cross-Domain Benchmark for Federated Fine-Tuning of Large Language Models
  3 Jun 2025 0 repositories listed
• FORLA:Federated Object-centric Representation Learning with Slot Attention
  3 Jun 2025 0 repositories listed
• Mitigating Non-IID Drift in Zeroth-Order Federated LLM Fine-Tuning with Transferable Sparsity
  3 Jun 2025 0 repositories listed
• Overcoming Challenges of Partial Client Participation in Federated Learning : A Comprehensive Review
  3 Jun 2025 0 repositories listed
• Privacy-Preserving Federated Convex Optimization: Balancing Partial-Participation and Efficiency via Noise Cancellation
  3 Jun 2025 0 repositories listed
• Reconciling Hessian-Informed Acceleration and Scalar-Only Communication for Efficient Federated Zeroth-Order Fine-Tuning
  3 Jun 2025 0 repositories listed
• Sociodynamics-inspired Adaptive Coalition and Client Selection in Federated Learning
  3 Jun 2025 0 repositories listed
• Fingerprinting Deep Learning Models via Network Traffic Patterns in Federated Learning
  2 Jun 2025 0 repositories listed
• FedRPCA: Enhancing Federated LoRA Aggregation Using Robust PCA
  1 Jun 2025 0 repositories listed
• Assortment of Attention Heads: Accelerating Federated PEFT with Head Pruning and Strategic Client Selection
  31 May 2025 0 repositories listed
• Blockchain-Enabled Privacy-Preserving Second-Order Federated Edge Learning in Personalized Healthcare
  31 May 2025 0 repositories listed
• Label-shift robust federated feature screening for high-dimensional classification
  31 May 2025 0 repositories listed
• Towards Graph-Based Privacy-Preserving Federated Learning: ModelNet -- A ResNet-based Model Classification Dataset
  31 May 2025 0 repositories listed
• INSIGHT: A Survey of In-Network Systems for Intelligent, High-Efficiency AI and Topology Optimization
  30 May 2025 0 repositories listed
• Robust Federated Learning against Model Perturbation in Edge Networks
  30 May 2025 0 repositories listed
• Accelerated Training of Federated Learning via Second-Order Methods
  29 May 2025 0 repositories listed
• Adaptive Deadline and Batch Layered Synchronized Federated Learning
  29 May 2025 0 repositories listed
• An Empirical Study of Federated Prompt Learning for Vision Language Model
  29 May 2025 0 repositories listed
• Distributed Federated Learning for Vehicular Network Security: Anomaly Detection Benefits and Multi-Domain Attack Threats
  29 May 2025 0 repositories listed
• Federated Unsupervised Semantic Segmentation
  29 May 2025 0 repositories listed
• Loss-Guided Model Sharing and Local Learning Correction in Decentralized Federated Learning for Crop Disease Classification
  29 May 2025 0 repositories listed
• Measuring Participant Contributions in Decentralized Federated Learning
  29 May 2025 0 repositories listed
• On Global Convergence Rates for Federated Policy Gradient under Heterogeneous Environment
  29 May 2025 0 repositories listed
• Personalized Subgraph Federated Learning with Differentiable Auxiliary Projections
  29 May 2025 0 repositories listed Syntology 0 ran · 5 unverified (of 5 harvested samples) · 5 pointer-only (licence)
• Position: Federated Foundation Language Model Post-Training Should Focus on Open-Source Models
  29 May 2025 0 repositories listed
• CADRE: Customizable Assurance of Data Readiness in Privacy-Preserving Federated Learning
  28 May 2025 0 repositories listed
• Inclusive, Differentially Private Federated Learning for Clinical Data
  28 May 2025 0 repositories listed
• AMSFL: Adaptive Multi-Step Federated Learning via Gradient Difference-Based Error Modeling
  27 May 2025 0 repositories listed
• DeCAF: Decentralized Consensus-And-Factorization for Low-Rank Adaptation of Foundation Models
  27 May 2025 0 repositories listed
• Fairness in Federated Learning: Fairness for Whom?
  27 May 2025 0 repositories listed
• Federated Instrumental Variable Analysis via Federated Generalized Method of Moments
  27 May 2025 0 repositories listed
• Multimodal Federated Learning: A Survey through the Lens of Different FL Paradigms
  27 May 2025 0 repositories listed
• Privacy-Preserving Chest X-ray Report Generation via Multimodal Federated Learning with ViT and GPT-2
  27 May 2025 0 repositories listed
• Unified Alignment Protocol: Making Sense of the Unlabeled Data in New Domains
  27 May 2025 0 repositories listed
• Avoid Forgetting by Preserving Global Knowledge Gradients in Federated Learning with Non-IID Data
  26 May 2025 0 repositories listed
• Exploring the Possibility of TypiClust for Low-Budget Federated Active Learning
  26 May 2025 0 repositories listed
• Federated Learning-Distillation Alternation for Resource-Constrained IoT
  26 May 2025 0 repositories listed
• Generalized and Personalized Federated Learning with Foundation Models via Orthogonal Transformations
  26 May 2025 0 repositories listed
• Kuramoto-FedAvg: Using Synchronization Dynamics to Improve Federated Learning Optimization under Statistical Heterogeneity
  26 May 2025 0 repositories listed
• LAPA-based Dynamic Privacy Optimization for Wireless Federated Learning in Heterogeneous Environments
  26 May 2025 0 repositories listed
• Mosaic: Data-Free Knowledge Distillation via Mixture-of-Experts for Heterogeneous Distributed Environments
  26 May 2025 0 repositories listed
• Multimodal Federated Learning With Missing Modalities through Feature Imputation Network
  26 May 2025 0 repositories listed
• Ontology- and LLM-based Data Harmonization for Federated Learning in Healthcare
  26 May 2025 0 repositories listed
• SEMFED: Semantic-Aware Resource-Efficient Federated Learning for Heterogeneous NLP Tasks
  26 May 2025 0 repositories listed
• Zero-Trust Foundation Models: A New Paradigm for Secure and Collaborative Artificial Intelligence for Internet of Things
  26 May 2025 0 repositories listed
• Evaluating Query Efficiency and Accuracy of Transfer Learning-based Model Extraction Attack in Federated Learning
  25 May 2025 0 repositories listed
• Federated Learning: From Theory to Practice
  25 May 2025 0 repositories listed
• FedORA: Resource Allocation for Federated Learning in ORAN using Radio Intelligent Controllers
  25 May 2025 0 repositories listed
• Distribution-Aware Mobility-Assisted Decentralized Federated Learning
  24 May 2025 0 repositories listed
• EdgeAgentX: A Novel Framework for Agentic AI at the Edge in Military Communication Networks
  24 May 2025 0 repositories listed
• Federated Retrieval-Augmented Generation: A Systematic Mapping Study
  24 May 2025 0 repositories listed
• FedHL: Federated Learning for Heterogeneous Low-Rank Adaptation via Unbiased Aggregation
  24 May 2025 0 repositories listed
• Federated Causal Inference from Multi-Site Observational Data via Propensity Score Aggregation
  23 May 2025 0 repositories listed
• AIDRIN 2.0: A Framework to Assess Data Readiness for AI
  22 May 2025 0 repositories listed
• Data-Driven Breakthroughs and Future Directions in AI Infrastructure: A Comprehensive Review
  22 May 2025 0 repositories listed
• Enhancing Federated Survival Analysis through Peer-Driven Client Reputation in Healthcare
  22 May 2025 0 repositories listed
• From Local Patterns to Global Understanding: Cross-Stock Trend Integration for Enhanced Predictive Modeling
  22 May 2025 0 repositories listed
• Multimodal Online Federated Learning with Modality Missing in Internet of Things
  22 May 2025 0 repositories listed
• Performance Guaranteed Poisoning Attacks in Federated Learning: A Sliding Mode Approach
  22 May 2025 0 repositories listed
• Redefining Clustered Federated Learning for System Identification: The Path of ClusterCraft
  22 May 2025 0 repositories listed
• Secure and Private Federated Learning: Achieving Adversarial Resilience through Robust Aggregation
  22 May 2025 0 repositories listed
• WikiDBGraph: Large-Scale Database Graph of Wikidata for Collaborative Learning
  22 May 2025 0 repositories listed
• Distributionally Robust Federated Learning with Client Drift Minimization
  21 May 2025 0 repositories listed
• Federated Learning with Unlabeled Clients: Personalization Can Happen in Low Dimensions
  21 May 2025 0 repositories listed
• Federated learning in low-resource settings: A chest imaging study in Africa -- Challenges and lessons learned
  20 May 2025 0 repositories listed
• Federated prediction for scalable and privacy-preserved knowledge-based planning in radiotherapy
  20 May 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.