Browse State-of-the-Art › Federated Learning › Papers, page 41

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 41 of 68: papers 4,001 to 4,100 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.

• VFedMH: Vertical Federated Learning for Training Multiple Heterogeneous Models
  20 Oct 2023 0 repositories listed
• A Distributed Approach to Meteorological Predictions: Addressing Data Imbalance in Precipitation Prediction Models through Federated Learning and GANs
  19 Oct 2023 0 repositories listed
• Cloud-Magnetic Resonance Imaging System: In the Era of 6G and Artificial Intelligence
  18 Oct 2023 0 repositories listed
• Effective and Efficient Federated Tree Learning on Hybrid Data
  18 Oct 2023 0 repositories listed
• Fact-based Agent modeling for Multi-Agent Reinforcement Learning
  18 Oct 2023 0 repositories listed
• On the Distributed Evaluation of Generative Models
  18 Oct 2023 0 repositories listed
• Adversarial Robustness Unhardening via Backdoor Attacks in Federated Learning
  17 Oct 2023 0 repositories listed
• Federated Learning with Nonvacuous Generalisation Bounds
  17 Oct 2023 0 repositories listed
• Whole-brain radiomics for clustered federated personalization in brain tumor segmentation
  17 Oct 2023 0 repositories listed
• Over-the-Air Federated Learning and Optimization
  16 Oct 2023 0 repositories listed
• Survey of Vulnerabilities in Large Language Models Revealed by Adversarial Attacks
  16 Oct 2023 0 repositories listed
• Federated Multi-Objective Learning
  15 Oct 2023 0 repositories listed
• Federated Reinforcement Learning for Resource Allocation in V2X Networks
  15 Oct 2023 0 repositories listed
• A Blockchain-empowered Multi-Aggregator Federated Learning Architecture in Edge Computing with Deep Reinforcement Learning Optimization
  14 Oct 2023 0 repositories listed
• Multimodal Federated Learning in Healthcare: a Review
  14 Oct 2023 0 repositories listed
• Federated Class-Incremental Learning with Prompting
  13 Oct 2023 0 repositories listed
• Federated Meta-Learning for Few-Shot Fault Diagnosis with Representation Encoding
  13 Oct 2023 0 repositories listed
• PAGE: Equilibrate Personalization and Generalization in Federated Learning
  13 Oct 2023 0 repositories listed
• Price of Stability in Quality-Aware Federated Learning
  13 Oct 2023 0 repositories listed
• Tackling Heterogeneity in Medical Federated learning via Vision Transformers
  13 Oct 2023 0 repositories listed
• 2SFGL: A Simple And Robust Protocol For Graph-Based Fraud Detection
  12 Oct 2023 0 repositories listed
• A Carbon Tracking Model for Federated Learning: Impact of Quantization and Sparsification
  12 Oct 2023 0 repositories listed
• Fed-Safe: Securing Federated Learning in Healthcare Against Adversarial Attacks
  12 Oct 2023 0 repositories listed
• Achieving Linear Speedup with ProxSkip in Distributed Stochastic Optimization
  12 Oct 2023 0 repositories listed
• Sentinel: An Aggregation Function to Secure Decentralized Federated Learning
  12 Oct 2023 0 repositories listed
• Advocating for the Silent: Enhancing Federated Generalization for Non-Participating Clients
  11 Oct 2023 0 repositories listed
• FedSym: Unleashing the Power of Entropy for Benchmarking the Algorithms for Federated Learning
  11 Oct 2023 0 repositories listed
• Histopathological Image Classification and Vulnerability Analysis using Federated Learning
  11 Oct 2023 0 repositories listed
• RaftFed: A Lightweight Federated Learning Framework for Vehicular Crowd Intelligence
  11 Oct 2023 0 repositories listed
• The Implications of Decentralization in Blockchained Federated Learning: Evaluating the Impact of Model Staleness and Inconsistencies
  11 Oct 2023 0 repositories listed
• Asynchronous Federated Learning with Incentive Mechanism Based on Contract Theory
  10 Oct 2023 0 repositories listed
• Differentially Private Multi-Site Treatment Effect Estimation
  10 Oct 2023 0 repositories listed
• Exploring adversarial attacks in federated learning for medical imaging
  10 Oct 2023 0 repositories listed
• Federated Quantum Machine Learning with Differential Privacy
  10 Oct 2023 0 repositories listed
• FedMFS: Federated Multimodal Fusion Learning with Selective Modality Communication
  10 Oct 2023 0 repositories listed
• HoloFed: Environment-Adaptive Positioning via Multi-band Reconfigurable Holographic Surfaces and Federated Learning
  10 Oct 2023 0 repositories listed
• Secure Decentralized Learning with Blockchain
  10 Oct 2023 0 repositories listed
• On the Convergence of Federated Averaging under Partial Participation for Over-parameterized Neural Networks
  9 Oct 2023 0 repositories listed
• Find Your Optimal Assignments On-the-fly: A Holistic Framework for Clustered Federated Learning
  9 Oct 2023 0 repositories listed Syntology 8 ran (of which 0 constructed an object rather than computing a result; 5 with no instrument failure: 0 honoured, 1 violated, 4 with no contract checked; 3 where Syntology's instrument failed) · 4 unverified (of 12 harvested samples) · 12 pointer-only (licence)
• Little is Enough: Boosting Privacy by Sharing Only Hard Labels in Federated Semi-Supervised Learning
  9 Oct 2023 0 repositories listed
• Text-driven Prompt Generation for Vision-Language Models in Federated Learning
  9 Oct 2023 0 repositories listed
• Asymmetrically Decentralized Federated Learning
  8 Oct 2023 0 repositories listed
• Decentralized Federated Learning via MIMO Over-the-Air Computation: Consensus Analysis and Performance Optimization
  8 Oct 2023 0 repositories listed
• Federated Learning: A Cutting-Edge Survey of the Latest Advancements and Applications
  8 Oct 2023 0 repositories listed
• Towards Scalable Wireless Federated Learning: Challenges and Solutions
  8 Oct 2023 0 repositories listed
• Federated Self-Supervised Learning of Monocular Depth Estimators for Autonomous Vehicles
  7 Oct 2023 0 repositories listed
• Kick Bad Guys Out! Conditionally Activated Anomaly Detection in Federated Learning with Zero-Knowledge Proof Verification
  6 Oct 2023 0 repositories listed
• Profit: Benchmarking Personalization and Robustness Trade-off in Federated Prompt Tuning
  6 Oct 2023 0 repositories listed
• The Role of Federated Learning in a Wireless World with Foundation Models
  6 Oct 2023 0 repositories listed
• Utilizing Free Clients in Federated Learning for Focused Model Enhancement
  6 Oct 2023 0 repositories listed
• Over-the-Air Federated Learning with Compressed Sensing: Is Sparsification Necessary?
  5 Oct 2023 0 repositories listed
• PrIeD-KIE: Towards Privacy Preserved Document Key Information Extraction
  5 Oct 2023 0 repositories listed
• Towards Understanding Generalization and Stability Gaps between Centralized and Decentralized Federated Learning
  5 Oct 2023 0 repositories listed
• Digital Ethics in Federated Learning
  4 Oct 2023 0 repositories listed
• Learning to Prompt Your Domain for Vision-Language Models
  4 Oct 2023 0 repositories listed
• Enhanced Federated Optimization: Adaptive Unbiased Client Sampling with Reduced Variance
  4 Oct 2023 0 repositories listed
• Federated Conditional Stochastic Optimization
  4 Oct 2023 0 repositories listed
• Federated Fine-Tuning of LLMs on the Very Edge: The Good, the Bad, the Ugly
  4 Oct 2023 0 repositories listed
• FedHyper: A Universal and Robust Learning Rate Scheduler for Federated Learning with Hypergradient Descent
  4 Oct 2023 0 repositories listed
• Heterogeneous Federated Learning Using Knowledge Codistillation
  4 Oct 2023 0 repositories listed
• Hire When You Need to: Gradual Participant Recruitment for Auction-based Federated Learning
  4 Oct 2023 0 repositories listed
• Inclusive Data Representation in Federated Learning: A Novel Approach Integrating Textual and Visual Prompt
  4 Oct 2023 0 repositories listed
• Recent Methodological Advances in Federated Learning for Healthcare
  4 Oct 2023 0 repositories listed
• Semi-Federated Learning: Convergence Analysis and Optimization of A Hybrid Learning Framework
  4 Oct 2023 0 repositories listed
• zkFL: Zero-Knowledge Proof-based Gradient Aggregation for Federated Learning
  4 Oct 2023 0 repositories listed
• Federated Wasserstein Distance
  3 Oct 2023 0 repositories listed
• FLEDGE: Ledger-based Federated Learning Resilient to Inference and Backdoor Attacks
  3 Oct 2023 0 repositories listed
• Adversarial Client Detection via Non-parametric Subspace Monitoring in the Internet of Federated Things
  2 Oct 2023 0 repositories listed
• FedBPT: Efficient Federated Black-box Prompt Tuning for Large Language Models
  2 Oct 2023 0 repositories listed
• Federated K-means Clustering
  2 Oct 2023 0 repositories listed
• Window-based Model Averaging Improves Generalization in Heterogeneous Federated Learning
  2 Oct 2023 0 repositories listed
• Towards Understanding Adversarial Transferability in Federated Learning
  1 Oct 2023 0 repositories listed
• Heterogeneity-Guided Client Sampling: Towards Fast and Efficient Non-IID Federated Learning
  30 Sep 2023 0 repositories listed
• Bridging the Gap Between Foundation Models and Heterogeneous Federated Learning
  30 Sep 2023 0 repositories listed
• Benchmarking Collaborative Learning Methods Cost-Effectiveness for Prostate Segmentation
  29 Sep 2023 0 repositories listed
• Enabling Differentially Private Federated Learning for Speech Recognition: Benchmarks, Adaptive Optimizers and Gradient Clipping
  29 Sep 2023 0 repositories listed Syntology 7 ran (of which 0 constructed an object rather than computing a result; 7 with no instrument failure: 0 honoured, 0 violated, 7 with no contract checked; 0 where Syntology's instrument failed) · 4 unverified (of 11 harvested samples) · 11 pointer-only (licence)
• FedZeN: Towards superlinear zeroth-order federated learning via incremental Hessian estimation
  29 Sep 2023 0 repositories listed
• Mode Connectivity and Data Heterogeneity of Federated Learning
  29 Sep 2023 0 repositories listed
• The Gift of Feedback: Improving ASR Model Quality by Learning from User Corrections through Federated Learning
  29 Sep 2023 0 repositories listed
• Collaborative Distributed Machine Learning
  28 Sep 2023 0 repositories listed
• Applications of Federated Learning in IoT for Hyper Personalisation
  28 Sep 2023 0 repositories listed
• Anti-Matthew FL: Bridging the Performance Gap in Federated Learning to Counteract the Matthew Effect
  28 Sep 2023 0 repositories listed
• Bayesian Personalized Federated Learning with Shared and Personalized Uncertainty Representations
  27 Sep 2023 0 repositories listed
• Federated Deep Equilibrium Learning: Harnessing Compact Global Representations to Enhance Personalization
  27 Sep 2023 0 repositories listed
• Markov Chain Mirror Descent On Data Federation
  26 Sep 2023 0 repositories listed
• PLMM: Personal Large Language Models on Mobile Devices
  26 Sep 2023 0 repositories listed
• Federated Learning Under Restricted User Availability
  25 Sep 2023 0 repositories listed
• REPA: Client Clustering without Training and Data Labels for Improved Federated Learning in Non-IID Settings
  25 Sep 2023 0 repositories listed
• DFRD: Data-Free Robustness Distillation for Heterogeneous Federated Learning
  24 Sep 2023 0 repositories listed
• REWAFL: Residual Energy and Wireless Aware Participant Selection for Efficient Federated Learning over Mobile Devices
  24 Sep 2023 0 repositories listed
• Expressive variational quantum circuits provide inherent privacy in federated learning
  22 Sep 2023 0 repositories listed
• Federated Short-Term Load Forecasting with Personalization Layers for Heterogeneous Clients
  22 Sep 2023 0 repositories listed
• Importance of Smoothness Induced by Optimizers in FL4ASR: Towards Understanding Federated Learning for End-to-End ASR
  22 Sep 2023 0 repositories listed
• Improving Machine Learning Robustness via Adversarial Training
  22 Sep 2023 0 repositories listed
• Efficient Core-selecting Incentive Mechanism for Data Sharing in Federated Learning
  21 Sep 2023 0 repositories listed
• Enabling Quartile-based Estimated-Mean Gradient Aggregation As Baseline for Federated Image Classifications
  21 Sep 2023 0 repositories listed
• Clustered FedStack: Intermediate Global Models with Bayesian Information Criterion
  20 Sep 2023 0 repositories listed
• Federated Learning in Intelligent Transportation Systems: Recent Applications and Open Problems
  20 Sep 2023 0 repositories listed
• Federated Learning with Neural Graphical Models
  20 Sep 2023 0 repositories listed
• Likelihood-based Sensor Calibration using Affine Transformation
  20 Sep 2023 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.