Browse State-of-the-Art › Federated Learning › Papers, page 43

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 43 of 68: papers 4,201 to 4,300 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.

• Pelta: Shielding Transformers to Mitigate Evasion Attacks in Federated Learning
  8 Aug 2023 0 repositories listed
• A Reinforcement Learning-Based Approach to Graph Discovery in D2D-Enabled Federated Learning
  7 Aug 2023 0 repositories listed
• Adapter-based Selective Knowledge Distillation for Federated Multi-domain Meeting Summarization
  7 Aug 2023 0 repositories listed
• Binary Federated Learning with Client-Level Differential Privacy
  7 Aug 2023 0 repositories listed
• Communication-Efficient Framework for Distributed Image Semantic Wireless Transmission
  7 Aug 2023 0 repositories listed
• FLIPS: Federated Learning using Intelligent Participant Selection
  7 Aug 2023 0 repositories listed
• The Copycat Perceptron: Smashing Barriers Through Collective Learning
  7 Aug 2023 0 repositories listed
• The Prospect of Enhancing Large-Scale Heterogeneous Federated Learning with Transformers
  7 Aug 2023 0 repositories listed
• When Federated Learning meets Watermarking: A Comprehensive Overview of Techniques for Intellectual Property Protection
  7 Aug 2023 0 repositories listed
• Private Federated Learning with Dynamic Power Control via Non-Coherent Over-the-Air Computation
  5 Aug 2023 0 repositories listed
• Analysis and Optimization of Wireless Federated Learning with Data Heterogeneity
  4 Aug 2023 0 repositories listed
• Label Inference Attacks against Node-level Vertical Federated GNNs
  4 Aug 2023 0 repositories listed
• Federated Learning: Organizational Opportunities, Challenges, and Adoption Strategies
  4 Aug 2023 0 repositories listed
• SureFED: Robust Federated Learning via Uncertainty-Aware Inward and Outward Inspection
  4 Aug 2023 0 repositories listed
• Scaling Survival Analysis in Healthcare with Federated Survival Forests: A Comparative Study on Heart Failure and Breast Cancer Genomics
  4 Aug 2023 0 repositories listed
• Federated Representation Learning for Automatic Speech Recognition
  3 Aug 2023 0 repositories listed
• Hierarchical Federated Learning in Wireless Networks: Pruning Tackles Bandwidth Scarcity and System Heterogeneity
  3 Aug 2023 0 repositories listed
• Compressed and distributed least-squares regression: convergence rates with applications to Federated Learning
  2 Aug 2023 0 repositories listed
• Dynamic Privacy Allocation for Locally Differentially Private Federated Learning with Composite Objectives
  2 Aug 2023 0 repositories listed
• AQUILA: Communication Efficient Federated Learning with Adaptive Quantization in Device Selection Strategy
  1 Aug 2023 0 repositories listed
• Asynchronous Federated Learning with Bidirectional Quantized Communications and Buffered Aggregation
  1 Aug 2023 0 repositories listed
• Data Collaboration Analysis applied to Compound Datasets and the Introduction of Projection data to Non-IID settings
  1 Aug 2023 0 repositories listed
• Differential Privacy for Adaptive Weight Aggregation in Federated Tumor Segmentation
  1 Aug 2023 0 repositories listed
• Revolutionizing Wireless Networks with Federated Learning: A Comprehensive Review
  1 Aug 2023 0 repositories listed
• Federated Learning for Data and Model Heterogeneity in Medical Imaging
  31 Jul 2023 0 repositories listed
• Efficient Federated Learning via Local Adaptive Amended Optimizer with Linear Speedup
  30 Jul 2023 0 repositories listed
• Proof-of-Federated-Learning-Subchain: Free Partner Selection Subchain Based on Federated Learning
  30 Jul 2023 0 repositories listed
• Shuffled Differentially Private Federated Learning for Time Series Data Analytics
  30 Jul 2023 0 repositories listed
• Blockchain-empowered Federated Learning for Healthcare Metaverses: User-centric Incentive Mechanism with Optimal Data Freshness
  29 Jul 2023 0 repositories listed
• UPFL: Unsupervised Personalized Federated Learning towards New Clients
  29 Jul 2023 0 repositories listed
• The Applicability of Federated Learning to Official Statistics
  28 Jul 2023 0 repositories listed
• Samplable Anonymous Aggregation for Private Federated Data Analysis
  27 Jul 2023 0 repositories listed
• HyperFed: Hyperbolic Prototypes Exploration with Consistent Aggregation for Non-IID Data in Federated Learning
  26 Jul 2023 0 repositories listed
• Take Your Pick: Enabling Effective Personalized Federated Learning within Low-dimensional Feature Space
  26 Jul 2023 0 repositories listed
• Blockchain-based Optimized Client Selection and Privacy Preserved Framework for Federated Learning
  25 Jul 2023 0 repositories listed
• EdgeConvEns: Convolutional Ensemble Learning for Edge Intelligence
  25 Jul 2023 0 repositories listed
• FedDRL: A Trustworthy Federated Learning Model Fusion Method Based on Staged Reinforcement Learning
  25 Jul 2023 0 repositories listed
• FedMEKT: Distillation-based Embedding Knowledge Transfer for Multimodal Federated Learning
  25 Jul 2023 0 repositories listed
• Mitigating Cross-client GANs-based Attack in Federated Learning
  25 Jul 2023 0 repositories listed
• Scaff-PD: Communication Efficient Fair and Robust Federated Learning
  25 Jul 2023 0 repositories listed
• SplitFed resilience to packet loss: Where to split, that is the question
  25 Jul 2023 0 repositories listed
• Towards Bridging the FL Performance-Explainability Trade-Off: A Trustworthy 6G RAN Slicing Use-Case
  24 Jul 2023 0 repositories listed
• ProtoFL: Unsupervised Federated Learning via Prototypical Distillation
  23 Jul 2023 0 repositories listed
• Security and Privacy Issues of Federated Learning
  22 Jul 2023 0 repositories listed
• FedAutoMRI: Federated Neural Architecture Search for MR Image Reconstruction
  21 Jul 2023 0 repositories listed
• MAS: Towards Resource-Efficient Federated Multiple-Task Learning
  21 Jul 2023 0 repositories listed
• Project Florida: Federated Learning Made Easy
  21 Jul 2023 0 repositories listed
• Training Latency Minimization for Model-Splitting Allowed Federated Edge Learning
  21 Jul 2023 0 repositories listed
• Zero-touch realization of Pervasive Artificial Intelligence-as-a-service in 6G networks
  21 Jul 2023 0 repositories listed
• A Survey of What to Share in Federated Learning: Perspectives on Model Utility, Privacy Leakage, and Communication Efficiency
  20 Jul 2023 0 repositories listed
• Boosting Federated Learning Convergence with Prototype Regularization
  20 Jul 2023 0 repositories listed
• Communication-Efficient Federated Learning over Capacity-Limited Wireless Networks
  20 Jul 2023 0 repositories listed
• Fairness-Aware Client Selection for Federated Learning
  20 Jul 2023 0 repositories listed
• SecureBoost Hyperparameter Tuning via Multi-Objective Federated Learning
  20 Jul 2023 0 repositories listed
• Blockchain-Based Federated Learning: Incentivizing Data Sharing and Penalizing Dishonest Behavior
  19 Jul 2023 0 repositories listed
• Eliminating Label Leakage in Tree-Based Vertical Federated Learning
  19 Jul 2023 0 repositories listed
• Graph Federated Learning Based on the Decentralized Framework
  19 Jul 2023 0 repositories listed
• Learner Referral for Cost-Effective Federated Learning Over Hierarchical IoT Networks
  19 Jul 2023 0 repositories listed
• A Federated learning model for Electric Energy management using Blockchain Technology
  18 Jul 2023 0 repositories listed
• Explanation-Guided Fair Federated Learning for Transparent 6G RAN Slicing
  18 Jul 2023 0 repositories listed
• Integration of Large Language Models and Federated Learning
  18 Jul 2023 0 repositories listed
• Federated Learning for Computationally-Constrained Heterogeneous Devices: A Survey
  18 Jul 2023 0 repositories listed
• Mobility-Aware Joint User Scheduling and Resource Allocation for Low Latency Federated Learning
  18 Jul 2023 0 repositories listed
• A Secure Aggregation for Federated Learning on Long-Tailed Data
  17 Jul 2023 0 repositories listed
• FedCME: Client Matching and Classifier Exchanging to Handle Data Heterogeneity in Federated Learning
  17 Jul 2023 0 repositories listed
• Local or Global: Selective Knowledge Assimilation for Federated Learning with Limited Labels
  17 Jul 2023 0 repositories listed
• DynamicFL: Balancing Communication Dynamics and Client Manipulation for Federated Learning
  16 Jul 2023 0 repositories listed
• Ed-Fed: A generic federated learning framework with resource-aware client selection for edge devices
  14 Jul 2023 0 repositories listed
• FedBIAD: Communication-Efficient and Accuracy-Guaranteed Federated Learning with Bayesian Inference-Based Adaptive Dropout
  14 Jul 2023 0 repositories listed
• Federated Learning-Empowered AI-Generated Content in Wireless Networks
  14 Jul 2023 0 repositories listed
• Improved Convergence Analysis and SNR Control Strategies for Federated Learning in the Presence of Noise
  14 Jul 2023 0 repositories listed
• Population Expansion for Training Language Models with Private Federated Learning
  14 Jul 2023 0 repositories listed
• Online Distributed Learning with Quantized Finite-Time Coordination
  13 Jul 2023 0 repositories listed
• Tackling Computational Heterogeneity in FL: A Few Theoretical Insights
  12 Jul 2023 0 repositories listed
• Combating Data Imbalances in Federated Semi-supervised Learning with Dual Regulators
  11 Jul 2023 0 repositories listed
• Advances and Challenges in Meta-Learning: A Technical Review
  10 Jul 2023 0 repositories listed
• DBFed: Debiasing Federated Learning Framework based on Domain-Independent
  10 Jul 2023 0 repositories listed
• FedDCT: A Dynamic Cross-Tier Federated Learning Framework in Wireless Networks
  10 Jul 2023 0 repositories listed
• FedYolo: Augmenting Federated Learning with Pretrained Transformers
  10 Jul 2023 0 repositories listed
• Minimax Excess Risk of First-Order Methods for Statistical Learning with Data-Dependent Oracles
  10 Jul 2023 0 repositories listed
• Fairness-aware Federated Minimax Optimization with Convergence Guarantee
  10 Jul 2023 0 repositories listed
• Federated Learning over a Wireless Network: Distributed User Selection through Random Access
  7 Jul 2023 0 repositories listed
• Federated Unlearning via Active Forgetting
  7 Jul 2023 0 repositories listed
• Incentive Allocation in Vertical Federated Learning Based on Bankruptcy Problem
  7 Jul 2023 0 repositories listed
• Large Language Models Empowered Autonomous Edge AI for Connected Intelligence
  6 Jul 2023 0 repositories listed
• Meta Federated Reinforcement Learning for Distributed Resource Allocation
  6 Jul 2023 0 repositories listed
• Personalized Federated Learning via Amortized Bayesian Meta-Learning
  5 Jul 2023 0 repositories listed
• An Analysis of Untargeted Poisoning Attack and Defense Methods for Federated Online Learning to Rank Systems
  4 Jul 2023 0 repositories listed
• Analyzing the vulnerabilities in SplitFed Learning: Assessing the robustness against Data Poisoning Attacks
  4 Jul 2023 0 repositories listed
• SelfFed: Self-supervised Federated Learning for Data Heterogeneity and Label Scarcity in IoMT
  4 Jul 2023 0 repositories listed
• Over-The-Air Federated Learning: Status Quo, Open Challenges, and Future Directions
  3 Jul 2023 0 repositories listed
• Defending Against Poisoning Attacks in Federated Learning with Blockchain
  2 Jul 2023 0 repositories listed
• Don't Memorize; Mimic The Past: Federated Class Incremental Learning Without Episodic Memory
  2 Jul 2023 0 repositories listed
• PatternGPT :A Pattern-Driven Framework for Large Language Model Text Generation
  2 Jul 2023 0 repositories listed
• DeepMediX: A Deep Learning-Driven Resource-Efficient Medical Diagnosis Across the Spectrum
  1 Jul 2023 0 repositories listed
• Fedward: Flexible Federated Backdoor Defense Framework with Non-IID Data
  1 Jul 2023 0 repositories listed
• Hierarchical Federated Learning Incentivization for Gas Usage Estimation
  1 Jul 2023 0 repositories listed
• FedBone: Towards Large-Scale Federated Multi-Task Learning
  30 Jun 2023 0 repositories listed
• Federated Ensemble YOLOv5 -- A Better Generalized Object Detection Algorithm
  30 Jun 2023 0 repositories listed
• Federated Object Detection for Quality Inspection in Shared Production
  30 Jun 2023 0 repositories listed