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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 40 of 68: papers 3,901 to 4,000 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.

• A Novel Neural Network-Based Federated Learning System for Imbalanced and Non-IID Data
  16 Nov 2023 0 repositories listed
• Contribution Evaluation in Federated Learning: Examining Current Approaches
  16 Nov 2023 0 repositories listed
• FedDiff: Diffusion Model Driven Federated Learning for Multi-Modal and Multi-Clients
  16 Nov 2023 0 repositories listed
• Straggler-resilient Federated Learning: Tackling Computation Heterogeneity with Layer-wise Partial Model Training in Mobile Edge Network
  16 Nov 2023 0 repositories listed
• Exploring the Privacy-Energy Consumption Tradeoff for Split Federated Learning
  15 Nov 2023 0 repositories listed
• FedCode: Communication-Efficient Federated Learning via Transferring Codebooks
  15 Nov 2023 0 repositories listed
• Federated Learning for Sparse Principal Component Analysis
  15 Nov 2023 0 repositories listed
• One-Shot Federated Learning with Classifier-Guided Diffusion Models
  15 Nov 2023 0 repositories listed
• Scalable Federated Learning for Clients with Different Input Image Sizes and Numbers of Output Categories
  15 Nov 2023 0 repositories listed
• A Quality-of-Service Compliance System using Federated Learning and Optimistic Rollups
  14 Nov 2023 0 repositories listed
• Federated Skewed Label Learning with Logits Fusion
  14 Nov 2023 0 repositories listed
• Leveraging Foundation Models to Improve Lightweight Clients in Federated Learning
  14 Nov 2023 0 repositories listed
• A Data-Free Approach to Mitigate Catastrophic Forgetting in Federated Class Incremental Learning for Vision Tasks
  13 Nov 2023 0 repositories listed
• AGRAMPLIFIER: Defending Federated Learning Against Poisoning Attacks Through Local Update Amplification
  13 Nov 2023 0 repositories listed
• Data-Aware Gradient Compression for FL in Communication-Constrained Mobile Computing
  13 Nov 2023 0 repositories listed
• EvoFed: Leveraging Evolutionary Strategies for Communication-Efficient Federated Learning
  13 Nov 2023 0 repositories listed
• FedOpenHAR: Federated Multi-Task Transfer Learning for Sensor-Based Human Activity Recognition
  13 Nov 2023 0 repositories listed
• A Comprehensive Survey On Client Selections in Federated Learning
  12 Nov 2023 0 repositories listed
• Concept Matching: Clustering-based Federated Continual Learning
  12 Nov 2023 0 repositories listed
• Personalized Federated Learning via ADMM with Moreau Envelope
  12 Nov 2023 0 repositories listed
• pFedES: Model Heterogeneous Personalized Federated Learning with Feature Extractor Sharing
  12 Nov 2023 0 repositories listed
• Resource-Aware Hierarchical Federated Learning for Video Caching in Wireless Networks
  12 Nov 2023 0 repositories listed
• Aggregation Weighting of Federated Learning via Generalization Bound Estimation
  10 Nov 2023 0 repositories listed
• Blockchain-Enabled Federated Learning Approach for Vehicular Networks
  10 Nov 2023 0 repositories listed
• Federated Learning Across Decentralized and Unshared Archives for Remote Sensing Image Classification
  10 Nov 2023 0 repositories listed
• Federated Learning with Manifold Regularization and Normalized Update Reaggregation
  10 Nov 2023 0 repositories listed
• Adaptive Compression-Aware Split Learning and Inference for Enhanced Network Efficiency
  9 Nov 2023 0 repositories listed
• The Paradox of Noise: An Empirical Study of Noise-Infusion Mechanisms to Improve Generalization, Stability, and Privacy in Federated Learning
  9 Nov 2023 0 repositories listed
• Accurate Autism Spectrum Disorder prediction using Support Vector Classifier based on Federated Learning (SVCFL)
  8 Nov 2023 0 repositories listed
• Decentralized Personalized Online Federated Learning
  8 Nov 2023 0 repositories listed
• Edge-assisted U-Shaped Split Federated Learning with Privacy-preserving for Internet of Things
  8 Nov 2023 0 repositories listed
• Asynchronous Message-Passing and Zeroth-Order Optimization Based Distributed Learning with a Use-Case in Resource Allocation in Communication Networks
  8 Nov 2023 0 repositories listed
• Blind Federated Learning via Over-the-Air q-QAM
  7 Nov 2023 0 repositories listed
• Device Sampling and Resource Optimization for Federated Learning in Cooperative Edge Networks
  7 Nov 2023 0 repositories listed
• Input Reconstruction Attack against Vertical Federated Large Language Models
  7 Nov 2023 0 repositories listed
• SaFL: Sybil-aware Federated Learning with Application to Face Recognition
  7 Nov 2023 0 repositories listed
• Asynchronous Local Computations in Distributed Bayesian Learning
  6 Nov 2023 0 repositories listed
• CAFE: Carbon-Aware Federated Learning in Geographically Distributed Data Centers
  6 Nov 2023 0 repositories listed
• Goal-Oriented Wireless Communication Resource Allocation for Cyber-Physical Systems
  6 Nov 2023 0 repositories listed
• Hybrid quantum image classification and federated learning for hepatic steatosis diagnosis
  4 Nov 2023 0 repositories listed
• Client Orchestration and Cost-Efficient Joint Optimization for NOMA-Enabled Hierarchical Federated Learning
  3 Nov 2023 0 repositories listed
• Epidemic Decision-making System Based Federated Reinforcement Learning
  3 Nov 2023 0 repositories listed
• Decentralized Federated Learning on the Edge over Wireless Mesh Networks
  2 Nov 2023 0 repositories listed
• Dynamic Fair Federated Learning Based on Reinforcement Learning
  2 Nov 2023 0 repositories listed
• Federated Learning on Edge Sensing Devices: A Review
  2 Nov 2023 0 repositories listed
• FedSN: A Federated Learning Framework over Heterogeneous LEO Satellite Networks
  2 Nov 2023 0 repositories listed
• Stochastic Smoothed Gradient Descent Ascent for Federated Minimax Optimization
  2 Nov 2023 0 repositories listed
• MetisFL: An Embarrassingly Parallelized Controller for Scalable & Efficient Federated Learning Workflows
  1 Nov 2023 0 repositories listed
• StableFDG: Style and Attention Based Learning for Federated Domain Generalization
  1 Nov 2023 0 repositories listed
• A Comprehensive Study on Model Initialization Techniques Ensuring Efficient Federated Learning
  31 Oct 2023 0 repositories listed
• Compression with Exact Error Distribution for Federated Learning
  31 Oct 2023 0 repositories listed
• FedRec+: Enhancing Privacy and Addressing Heterogeneity in Federated Recommendation Systems
  31 Oct 2023 0 repositories listed
• FlexTrain: A Dynamic Training Framework for Heterogeneous Devices Environments
  31 Oct 2023 0 repositories listed
• Privacy-preserving design of graph neural networks with applications to vertical federated learning
  31 Oct 2023 0 repositories listed
• A Federated Learning Framework for Stenosis Detection
  30 Oct 2023 0 repositories listed
• Enhancing Scalability and Reliability in Semi-Decentralized Federated Learning With Blockchain: Trust Penalization and Asynchronous Functionality
  30 Oct 2023 0 repositories listed
• PriPrune: Quantifying and Preserving Privacy in Pruned Federated Learning
  30 Oct 2023 0 repositories listed
• Privacy-Preserving Federated Learning over Vertically and Horizontally Partitioned Data for Financial Anomaly Detection
  30 Oct 2023 0 repositories listed
• Privacy-preserving Federated Primal-dual Learning for Non-convex and Non-smooth Problems with Model Sparsification
  30 Oct 2023 0 repositories listed
• Correlation Aware Sparsified Mean Estimation Using Random Projection
  29 Oct 2023 0 repositories listed
• Efficient Cluster Selection for Personalized Federated Learning: A Multi-Armed Bandit Approach
  29 Oct 2023 0 repositories listed
• Escaping Saddle Points in Heterogeneous Federated Learning via Distributed SGD with Communication Compression
  29 Oct 2023 0 repositories listed
• Peer-to-Peer Deep Learning for Beyond-5G IoT
  29 Oct 2023 0 repositories listed
• Rethinking Semi-Supervised Federated Learning: How to co-train fully-labeled and fully-unlabeled client imaging data
  28 Oct 2023 0 repositories listed
• EcoLearn: Optimizing the Carbon Footprint of Federated Learning
  27 Oct 2023 0 repositories listed
• Contextual Stochastic Bilevel Optimization
  27 Oct 2023 0 repositories listed
• Mobile Application for Oral Disease Detection using Federated Learning
  27 Oct 2023 0 repositories listed
• Single-shot General Hyper-parameter Optimization for Federated Learning
  27 Oct 2023 0 repositories listed
• Federated Learning over Hierarchical Wireless Networks: Training Latency Minimization via Submodel Partitioning
  27 Oct 2023 0 repositories listed
• FedPEAT: Convergence of Federated Learning, Parameter-Efficient Fine Tuning, and Emulator Assisted Tuning for Artificial Intelligence Foundation Models with Mobile Edge Computing
  26 Oct 2023 0 repositories listed
• Secure short-term load forecasting for smart grids with transformer-based federated learning
  26 Oct 2023 0 repositories listed
• Taming Gradient Variance in Federated Learning with Networked Control Variates
  26 Oct 2023 0 repositories listed
• AirFL-Mem: Improving Communication-Learning Trade-Off by Long-Term Memory
  25 Oct 2023 0 repositories listed
• FedTherapist: Mental Health Monitoring with User-Generated Linguistic Expressions on Smartphones via Federated Learning
  25 Oct 2023 0 repositories listed
• How Robust is Federated Learning to Communication Error? A Comparison Study Between Uplink and Downlink Channels
  25 Oct 2023 0 repositories listed
• Information-Theoretic Generalization Analysis for Topology-aware Heterogeneous Federated Edge Learning over Noisy Channels
  25 Oct 2023 0 repositories listed
• Personalized Federated X -armed Bandit
  25 Oct 2023 0 repositories listed
• Accelerating Split Federated Learning over Wireless Communication Networks
  24 Oct 2023 0 repositories listed
• FLTrojan: Privacy Leakage Attacks against Federated Language Models Through Selective Weight Tampering
  24 Oct 2023 0 repositories listed
• ADMarker: A Multi-Modal Federated Learning System for Monitoring Digital Biomarkers of Alzheimer's Disease
  23 Oct 2023 0 repositories listed
• An Efficient Imbalance-Aware Federated Learning Approach for Wearable Healthcare with Autoregressive Ratio Observation
  23 Oct 2023 0 repositories listed
• B^2SFL: A Bi-level Blockchained Architecture for Secure Federated Learning-based Traffic Prediction
  23 Oct 2023 0 repositories listed
• Coordinated Replay Sample Selection for Continual Federated Learning
  23 Oct 2023 0 repositories listed
• FedSplitX: Federated Split Learning for Computationally-Constrained Heterogeneous Clients
  23 Oct 2023 0 repositories listed
• Quantum Federated Learning With Quantum Networks
  23 Oct 2023 0 repositories listed
• Towards the Theory of Unsupervised Federated Learning: Non-asymptotic Analysis of Federated EM Algorithms
  23 Oct 2023 0 repositories listed
• Vicinal Feature Statistics Augmentation for Federated 3D Medical Volume Segmentation
  23 Oct 2023 0 repositories listed
• Zero-Knowledge Proof-based Verifiable Decentralized Machine Learning in Communication Network: A Comprehensive Survey
  23 Oct 2023 0 repositories listed
• Data-Free Distillation Improves Efficiency and Privacy in Federated Thorax Disease Analysis
  22 Oct 2023 0 repositories listed
• PPFL: A Personalized Federated Learning Framework for Heterogeneous Population
  22 Oct 2023 0 repositories listed
• Reputation-Based Federated Learning Defense to Mitigate Threats in EEG Signal Classification
  22 Oct 2023 0 repositories listed
• Filling the Missing: Exploring Generative AI for Enhanced Federated Learning over Heterogeneous Mobile Edge Devices
  21 Oct 2023 0 repositories listed
• Goal-oriented Communications for the IoT: System Design and Adaptive Resource Optimization
  21 Oct 2023 0 repositories listed
• The Hidden Adversarial Vulnerabilities of Medical Federated Learning
  21 Oct 2023 0 repositories listed
• BRFL: A Blockchain-based Byzantine-Robust Federated Learning Model
  20 Oct 2023 0 repositories listed
• Can We Trust the Similarity Measurement in Federated Learning?
  20 Oct 2023 0 repositories listed
• Competitive Advantage Attacks to Decentralized Federated Learning
  20 Oct 2023 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)
• DYNAMITE: Dynamic Interplay of Mini-Batch Size and Aggregation Frequency for Federated Learning with Static and Streaming Dataset
  20 Oct 2023 0 repositories listed
• pFedLoRA: Model-Heterogeneous Personalized Federated Learning with LoRA Tuning
  20 Oct 2023 0 repositories listed
• An Efficient Federated Learning Framework for Training Semantic Communication System
  20 Oct 2023 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.