Browse State-of-the-Art › Federated Learning › Papers, page 32

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 32 of 68: papers 3,101 to 3,200 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.

• Jigsaw Game: Federated Clustering
  17 Jul 2024 0 repositories listed
• Private and Federated Stochastic Convex Optimization: Efficient Strategies for Centralized Systems
  17 Jul 2024 0 repositories listed
• Proximity-based Self-Federated Learning
  17 Jul 2024 0 repositories listed
• CCVA-FL: Cross-Client Variations Adaptive Federated Learning for Medical Imaging
  16 Jul 2024 0 repositories listed
• Detection of Global Anomalies on Distributed IoT Edges with Device-to-Device Communication
  16 Jul 2024 0 repositories listed
• Federated Learning Forecasting for Strengthening Grid Reliability and Enabling Markets for Resilience
  16 Jul 2024 0 repositories listed
• Probing the Efficacy of Federated Parameter-Efficient Fine-Tuning of Vision Transformers for Medical Image Classification
  16 Jul 2024 0 repositories listed
• R-SFLLM: Jamming Resilient Framework for Split Federated Learning with Large Language Models
  16 Jul 2024 0 repositories listed
• Harvesting Private Medical Images in Federated Learning Systems with Crafted Models
  13 Jul 2024 0 repositories listed
• Overcoming Catastrophic Forgetting in Federated Class-Incremental Learning via Federated Global Twin Generator
  13 Jul 2024 0 repositories listed
• Partner in Crime: Boosting Targeted Poisoning Attacks against Federated Learning
  13 Jul 2024 0 repositories listed
• BoBa: Boosting Backdoor Detection through Data Distribution Inference in Federated Learning
  12 Jul 2024 0 repositories listed
• Combining Federated Learning and Control: A Survey
  12 Jul 2024 0 repositories listed
• FedVAE: Trajectory privacy preserving based on Federated Variational AutoEncoder
  12 Jul 2024 0 repositories listed
• Multi-Modal Dataset Creation for Federated Learning with DICOM Structured Reports
  12 Jul 2024 0 repositories listed
• Private Heterogeneous Federated Learning Without a Trusted Server Revisited: Error-Optimal and Communication-Efficient Algorithms for Convex Losses
  12 Jul 2024 0 repositories listed
• Provable Privacy Advantages of Decentralized Federated Learning via Distributed Optimization
  12 Jul 2024 0 repositories listed
• Distributed Deep Reinforcement Learning Based Gradient Quantization for Federated Learning Enabled Vehicle Edge Computing
  11 Jul 2024 0 repositories listed
• Feature Diversification and Adaptation for Federated Domain Generalization
  11 Jul 2024 0 repositories listed
• Federated Learning and AI Regulation in the European Union: Who is Responsible? -- An Interdisciplinary Analysis
  11 Jul 2024 0 repositories listed
• FedLog: Personalized Federated Classification with Less Communication and More Flexibility
  11 Jul 2024 0 repositories listed
• Bayesian Federated Learning with Hamiltonian Monte Carlo: Algorithm and Theory
  9 Jul 2024 0 repositories listed
• FedClust: Tackling Data Heterogeneity in Federated Learning through Weight-Driven Client Clustering
  9 Jul 2024 0 repositories listed
• Threats and Defenses in Federated Learning Life Cycle: A Comprehensive Survey and Challenges
  9 Jul 2024 0 repositories listed
• Tracing Back the Malicious Clients in Poisoning Attacks to Federated Learning
  9 Jul 2024 0 repositories listed
• Trust and Resilience in Federated Learning Through Smart Contracts Enabled Decentralized Systems
  9 Jul 2024 0 repositories listed
• A Trustworthy AIoT-enabled Localization System via Federated Learning and Blockchain
  8 Jul 2024 0 repositories listed
• Federated Knowledge Transfer Fine-tuning Large Server Model with Resource-Constrained IoT Clients
  7 Jul 2024 0 repositories listed
• Mjolnir: Breaking the Shield of Perturbation-Protected Gradients via Adaptive Diffusion
  7 Jul 2024 0 repositories listed
• Beyond the Federation: Topology-aware Federated Learning for Generalization to Unseen Clients
  6 Jul 2024 0 repositories listed
• FedTSA: A Cluster-based Two-Stage Aggregation Method for Model-heterogeneous Federated Learning
  6 Jul 2024 0 repositories listed
• Synthetic Data Aided Federated Learning Using Foundation Models
  6 Jul 2024 0 repositories listed
• A Unified Learn-to-Distort-Data Framework for Privacy-Utility Trade-off in Trustworthy Federated Learning
  5 Jul 2024 0 repositories listed
• Non-Cooperative Backdoor Attacks in Federated Learning: A New Threat Landscape
  5 Jul 2024 0 repositories listed
• Smart Sampling: Helping from Friendly Neighbors for Decentralized Federated Learning
  5 Jul 2024 0 repositories listed
• UAV-assisted Unbiased Hierarchical Federated Learning: Performance and Convergence Analysis
  5 Jul 2024 0 repositories listed
• FedSat: A Statistical Aggregation Approach for Class Imbalanced Clients in Federated Learning
  4 Jul 2024 0 repositories listed
• MSfusion: A Dynamic Model Splitting Approach for Resource-Constrained Machines to Collaboratively Train Larger Models
  4 Jul 2024 0 repositories listed
• Support Vector Based Anomaly Detection in Federated Learning
  4 Jul 2024 0 repositories listed
• Correlated Privacy Mechanisms for Differentially Private Distributed Mean Estimation
  3 Jul 2024 0 repositories listed
• Enhanced Over-the-Air Federated Learning Using AI-based Fluid Antenna System
  3 Jul 2024 0 repositories listed
• Federated Fine-Tuning for Pre-Trained Foundation Models Over Wireless Networks
  3 Jul 2024 0 repositories listed
• Federated Learning for Zero-Day Attack Detection in 5G and Beyond V2X Networks
  3 Jul 2024 0 repositories listed
• Joint Optimization of Resource Allocation and Data Selection for Fast and Cost-Efficient Federated Edge Learning
  3 Jul 2024 0 repositories listed
• Towards Federated RLHF with Aggregated Client Preference for LLMs
  3 Jul 2024 0 repositories listed Syntology 2 ran (of which 0 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) · 0 unverified (of 2 harvested samples) · 2 pointer-only (licence)
• Zero-X: A Blockchain-Enabled Open-Set Federated Learning Framework for Zero-Day Attack Detection in IoV
  3 Jul 2024 0 repositories listed
• Contribution Evaluation of Heterogeneous Participants in Federated Learning via Prototypical Representations
  2 Jul 2024 0 repositories listed
• Decentralized Intelligence Network (DIN)
  2 Jul 2024 0 repositories listed
• Federated Distillation for Medical Image Classification: Towards Trustworthy Computer-Aided Diagnosis
  2 Jul 2024 0 repositories listed
• Towards Federated Learning with On-device Training and Communication in 8-bit Floating Point
  2 Jul 2024 0 repositories listed
• Federated Binary Matrix Factorization using Proximal Optimization
  1 Jul 2024 0 repositories listed
• FedEx: Expediting Federated Learning over Heterogeneous Mobile Devices by Overlapping and Participant Selection
  1 Jul 2024 0 repositories listed
• SplitLoRA: A Split Parameter-Efficient Fine-Tuning Framework for Large Language Models
  1 Jul 2024 0 repositories listed
• A Whole-Process Certifiably Robust Aggregation Method Against Backdoor Attacks in Federated Learning
  30 Jun 2024 0 repositories listed
• MH-pFLGB: Model Heterogeneous personalized Federated Learning via Global Bypass for Medical Image Analysis
  29 Jun 2024 0 repositories listed
• pFLFE: Cross-silo Personalized Federated Learning via Feature Enhancement on Medical Image Segmentation
  29 Jun 2024 0 repositories listed
• Personalized Interpretation on Federated Learning: A Virtual Concepts approach
  28 Jun 2024 0 repositories listed
• FedMap: Iterative Magnitude-Based Pruning for Communication-Efficient Federated Learning
  27 Jun 2024 0 repositories listed
• Towards Personalized Federated Multi-Scenario Multi-Task Recommendation
  27 Jun 2024 0 repositories listed
• Beyond Statistical Estimation: Differentially Private Individual Computation via Shuffling
  26 Jun 2024 0 repositories listed
• Energy-Efficient Channel Decoding for Wireless Federated Learning: Convergence Analysis and Adaptive Design
  26 Jun 2024 0 repositories listed
• Enhancing Federated Learning with Adaptive Differential Privacy and Priority-Based Aggregation
  26 Jun 2024 0 repositories listed
• FedAQ: Communication-Efficient Federated Edge Learning via Joint Uplink and Downlink Adaptive Quantization
  26 Jun 2024 0 repositories listed
• Dynamic Scheduling for Vehicle-to-Vehicle Communications Enhanced Federated Learning
  25 Jun 2024 0 repositories listed
• Entity Augmentation for Efficient Classification of Vertically Partitioned Data with Limited Overlap
  25 Jun 2024 0 repositories listed
• Federated Dynamical Low-Rank Training with Global Loss Convergence Guarantees
  25 Jun 2024 0 repositories listed
• Maze Discovery using Multiple Robots via Federated Learning
  25 Jun 2024 0 repositories listed
• Navigating High-Degree Heterogeneity: Federated Learning in Aerial and Space Networks
  25 Jun 2024 0 repositories listed
• Task-Agnostic Federated Learning
  25 Jun 2024 0 repositories listed
• Achieving Fairness Across Local and Global Models in Federated Learning
  24 Jun 2024 0 repositories listed
• Personalized federated learning based on feature fusion
  24 Jun 2024 0 repositories listed
• Robust Zero Trust Architecture: Joint Blockchain based Federated learning and Anomaly Detection based Framework
  24 Jun 2024 0 repositories listed
• Federated Transfer Learning Aided Interference Classification in GNSS Signals
  23 Jun 2024 0 repositories listed
• Meta-FL: A Novel Meta-Learning Framework for Optimizing Heterogeneous Model Aggregation in Federated Learning
  23 Jun 2024 0 repositories listed
• Privacy Preserving Machine Learning for Electronic Health Records using Federated Learning and Differential Privacy
  23 Jun 2024 0 repositories listed
• Semi-Variance Reduction for Fair Federated Learning
  23 Jun 2024 0 repositories listed
• Adaptive Digital Twin and Communication-Efficient Federated Learning Network Slicing for 5G-enabled Internet of Things
  22 Jun 2024 0 repositories listed
• Breaking Secure Aggregation: Label Leakage from Aggregated Gradients in Federated Learning
  22 Jun 2024 0 repositories listed
• Federated Adversarial Learning for Robust Autonomous Landing Runway Detection
  22 Jun 2024 0 repositories listed
• Embracing Federated Learning: Enabling Weak Client Participation via Partial Model Training
  21 Jun 2024 0 repositories listed
• Rate-Splitting Multiple Access for Overloaded Multi-group Multicast: A First Experimental Study
  21 Jun 2024 0 repositories listed
• Supersonic OT: Fast Unconditionally Secure Oblivious Transfer
  21 Jun 2024 0 repositories listed
• Tempora-Fusion: Time-Lock Puzzle with Efficient Verifiable Homomorphic Linear Combination
  21 Jun 2024 0 repositories listed
• Towards Dynamic Resource Allocation and Client Scheduling in Hierarchical Federated Learning: A Two-Phase Deep Reinforcement Learning Approach
  21 Jun 2024 0 repositories listed
• Communication-Efficient Byzantine-Resilient Federated Zero-Order Optimization
  20 Jun 2024 0 repositories listed
• A Resource-Adaptive Approach for Federated Learning under Resource-Constrained Environments
  19 Jun 2024 0 repositories listed
• Bayes' capacity as a measure for reconstruction attacks in federated learning
  19 Jun 2024 0 repositories listed
• DRACO: Decentralized Asynchronous Federated Learning over Row-Stochastic Wireless Networks
  19 Jun 2024 0 repositories listed
• BadSampler: Harnessing the Power of Catastrophic Forgetting to Poison Byzantine-robust Federated Learning
  18 Jun 2024 0 repositories listed
• Federated Learning with Limited Node Labels
  18 Jun 2024 0 repositories listed
• Security and Privacy of 6G Federated Learning-enabled Dynamic Spectrum Sharing
  18 Jun 2024 0 repositories listed
• SFedCA: Credit Assignment-Based Active Client Selection Strategy for Spiking Federated Learning
  18 Jun 2024 0 repositories listed
• Synergizing Foundation Models and Federated Learning: A Survey
  18 Jun 2024 0 repositories listed
• Training Diffusion Models with Federated Learning
  18 Jun 2024 0 repositories listed
• UIFV: Data Reconstruction Attack in Vertical Federated Learning
  18 Jun 2024 0 repositories listed
• Update Selective Parameters: Federated Machine Unlearning Based on Model Explanation
  18 Jun 2024 0 repositories listed
• Federated Active Learning Framework for Efficient Annotation Strategy in Skin-lesion Classification
  17 Jun 2024 0 repositories listed
• Federated Face Forgery Detection Learning with Personalized Representation
  17 Jun 2024 0 repositories listed
• Pre-Training and Personalized Fine-Tuning via Over-the-Air Federated Meta-Learning: Convergence-Generalization Trade-Offs
  17 Jun 2024 0 repositories listed
• Federated Learning Optimization: A Comparative Study of Data and Model Exchange Strategies in Dynamic Networks
  16 Jun 2024 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.