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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 46 of 68: papers 4,501 to 4,600 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.

• Denial-of-Service or Fine-Grained Control: Towards Flexible Model Poisoning Attacks on Federated Learning
  21 Apr 2023 0 repositories listed
• Federated Learning for Predictive Maintenance and Quality Inspection in Industrial Applications
  21 Apr 2023 0 repositories listed
• Joint Client Assignment and UAV Route Planning for Indirect-Communication Federated Learning
  21 Apr 2023 0 repositories listed
• Federated Compositional Deep AUC Maximization
  20 Apr 2023 0 repositories listed
• Get Rid Of Your Trail: Remotely Erasing Backdoors in Federated Learning
  20 Apr 2023 0 repositories listed
• Model Pruning Enables Localized and Efficient Federated Learning for Yield Forecasting and Data Sharing
  19 Apr 2023 0 repositories listed
• BadVFL: Backdoor Attacks in Vertical Federated Learning
  18 Apr 2023 0 repositories listed
• Federated Alternate Training (FAT): Leveraging Unannotated Data Silos in Federated Segmentation for Medical Imaging
  18 Apr 2023 0 repositories listed
• Joint Age-based Client Selection and Resource Allocation for Communication-Efficient Federated Learning over NOMA Networks
  18 Apr 2023 0 repositories listed
• Crossing Roads of Federated Learning and Smart Grids: Overview, Challenges, and Perspectives
  17 Apr 2023 0 repositories listed
• Fed-MIWAE: Federated Imputation of Incomplete Data via Deep Generative Models
  17 Apr 2023 0 repositories listed
• FedGSM: Efficient Federated Learning for LEO Constellations with Gradient Staleness Mitigation
  17 Apr 2023 0 repositories listed
• Incentive Mechanism Design for Unbiased Federated Learning with Randomized Client Participation
  17 Apr 2023 0 repositories listed
• SplitAMC: Split Learning for Robust Automatic Modulation Classification
  17 Apr 2023 0 repositories listed
• FedBlockHealth: A Synergistic Approach to Privacy and Security in IoT-Enabled Healthcare through Federated Learning and Blockchain
  16 Apr 2023 0 repositories listed
• Federated Learning of Shareable Bases for Personalization-Friendly Image Classification
  16 Apr 2023 0 repositories listed
• Communication and Energy Efficient Wireless Federated Learning with Intrinsic Privacy
  15 Apr 2023 0 repositories listed
• Data, Competition, and Digital Platforms
  15 Apr 2023 0 repositories listed
• IP-FL: Incentivized and Personalized Federated Learning
  15 Apr 2023 0 repositories listed
• SalientGrads: Sparse Models for Communication Efficient and Data Aware Distributed Federated Training
  15 Apr 2023 0 repositories listed
• Federated and distributed learning applications for electronic health records and structured medical data: A scoping review
  14 Apr 2023 0 repositories listed
• Peer-to-Peer Federated Continual Learning for Naturalistic Driving Action Recognition
  14 Apr 2023 0 repositories listed
• Elastic Federated Learning over Open Radio Access Network (O-RAN) for Concurrent Execution of Multiple Distributed Learning Tasks
  14 Apr 2023 0 repositories listed
• TimelyFL: Heterogeneity-aware Asynchronous Federated Learning with Adaptive Partial Training
  14 Apr 2023 0 repositories listed
• Decentralized federated learning methods for reducing communication cost and energy consumption in UAV networks
  13 Apr 2023 0 repositories listed
• Edge-cloud Collaborative Learning with Federated and Centralized Features
  12 Apr 2023 0 repositories listed
• A Game-theoretic Framework for Privacy-preserving Federated Learning
  11 Apr 2023 0 repositories listed
• Echo of Neighbors: Privacy Amplification for Personalized Private Federated Learning with Shuffle Model
  11 Apr 2023 0 repositories listed
• Federated Learning with Classifier Shift for Class Imbalance
  11 Apr 2023 0 repositories listed
• GraphGANFed: A Federated Generative Framework for Graph-Structured Molecules Towards Efficient Drug Discovery
  11 Apr 2023 0 repositories listed
• HPN: Personalized Federated Hyperparameter Optimization
  11 Apr 2023 0 repositories listed
• Balancing Privacy and Performance for Private Federated Learning Algorithms
  11 Apr 2023 0 repositories listed
• Re-Weighted Softmax Cross-Entropy to Control Forgetting in Federated Learning
  11 Apr 2023 0 repositories listed
• RecUP-FL: Reconciling Utility and Privacy in Federated Learning via User-configurable Privacy Defense
  11 Apr 2023 0 repositories listed
• TinyReptile: TinyML with Federated Meta-Learning
  11 Apr 2023 0 repositories listed
• Accelerating Hybrid Federated Learning Convergence under Partial Participation
  10 Apr 2023 0 repositories listed
• Probably Approximately Correct Federated Learning
  10 Apr 2023 0 repositories listed
• Over-the-Air Federated Learning Over MIMO Channels: A Sparse-Coded Multiplexing Approach
  10 Apr 2023 0 repositories listed
• Design of Two-Level Incentive Mechanisms for Hierarchical Federated Learning
  9 Apr 2023 0 repositories listed
• FedPNN: One-shot Federated Classification via Evolving Clustering Method and Probabilistic Neural Network hybrid
  9 Apr 2023 0 repositories listed
• Gradient Sparsification for Efficient Wireless Federated Learning with Differential Privacy
  9 Apr 2023 0 repositories listed
• FedDiSC: A Computation-efficient Federated Learning Framework for Power Systems Disturbance and Cyber Attack Discrimination
  7 Apr 2023 0 repositories listed
• Deep Reinforcement Learning Based Vehicle Selection for Asynchronous Federated Learning Enabled Vehicular Edge Computing
  6 Apr 2023 0 repositories listed
• IoT Federated Blockchain Learning at the Edge
  6 Apr 2023 0 repositories listed
• Learning Cautiously in Federated Learning with Noisy and Heterogeneous Clients
  6 Apr 2023 0 repositories listed
• Model-Driven Quantum Federated Learning (QFL)
  5 Apr 2023 0 repositories listed
• A Survey on Vertical Federated Learning: From a Layered Perspective
  4 Apr 2023 0 repositories listed
• FedBot: Enhancing Privacy in Chatbots with Federated Learning
  4 Apr 2023 0 repositories listed
• Online Learning with Adversaries: A Differential-Inclusion Analysis
  4 Apr 2023 0 repositories listed
• Privacy Amplification via Compression: Achieving the Optimal Privacy-Accuracy-Communication Trade-off in Distributed Mean Estimation
  4 Apr 2023 0 repositories listed
• Federated Kalman Filter for Secure IoT-based Device Monitoring Services
  3 Apr 2023 0 repositories listed
• FedIN: Federated Intermediate Layers Learning for Model Heterogeneity
  3 Apr 2023 0 repositories listed
• On Mitigating the Utility-Loss in Differentially Private Learning: A new Perspective by a Geometrically Inspired Kernel Approach
  3 Apr 2023 0 repositories listed
• A Survey on Federated Learning for the Healthcare Metaverse: Concepts, Applications, Challenges, and Future Directions
  2 Apr 2023 0 repositories listed
• Distributed Optimization for Quadratic Cost Functions over Large-Scale Networks with Quantized Communication and Finite-Time Convergence
  2 Apr 2023 0 repositories listed
• Personalized Federated Learning with Local Attention
  2 Apr 2023 0 repositories listed
• MP-FedCL: Multiprototype Federated Contrastive Learning for Edge Intelligence
  1 Apr 2023 0 repositories listed
• Accelerating Wireless Federated Learning via Nesterov's Momentum and Distributed Principle Component Analysis
  31 Mar 2023 0 repositories listed
• Benchmarking FedAvg and FedCurv for Image Classification Tasks
  31 Mar 2023 0 repositories listed
• DPP-based Client Selection for Federated Learning with Non-IID Data
  30 Mar 2023 0 repositories listed
• Federated Learning from Heterogeneous Data via Controlled Bayesian Air Aggregation
  30 Mar 2023 0 repositories listed
• Protecting Federated Learning from Extreme Model Poisoning Attacks via Multidimensional Time Series Anomaly Detection
  29 Mar 2023 0 repositories listed
• Fair Federated Medical Image Segmentation via Client Contribution Estimation
  29 Mar 2023 0 repositories listed
• Federated Learning in MIMO Satellite Broadcast System
  29 Mar 2023 0 repositories listed
• Federated Learning for Heterogeneous Bandits with Unobserved Contexts
  29 Mar 2023 0 repositories listed
• FLCC: Efficient Distributed Federated Learning on IoMT over CSMA/CA
  29 Mar 2023 0 repositories listed
• A Comparative Study of Federated Learning Models for COVID-19 Detection
  28 Mar 2023 0 repositories listed
• Communication-Efficient Vertical Federated Learning with Limited Overlapping Samples
  28 Mar 2023 0 repositories listed
• FedAgg: Adaptive Federated Learning with Aggregated Gradients
  28 Mar 2023 0 repositories listed
• FeDiSa: A Semi-asynchronous Federated Learning Framework for Power System Fault and Cyberattack Discrimination
  28 Mar 2023 0 repositories listed
• On the Local Cache Update Rules in Streaming Federated Learning
  28 Mar 2023 0 repositories listed
• Robust and IP-Protecting Vertical Federated Learning against Unexpected Quitting of Parties
  28 Mar 2023 0 repositories listed
• Adaptive Federated Learning via New Entropy Approach
  27 Mar 2023 0 repositories listed
• Asynchronous Online Federated Learning with Reduced Communication Requirements
  27 Mar 2023 0 repositories listed
• Neural Collapse Inspired Federated Learning with Non-iid Data
  27 Mar 2023 0 repositories listed
• The Resource Problem of Using Linear Layer Leakage Attack in Federated Learning
  27 Mar 2023 0 repositories listed
• Unimodal Training-Multimodal Prediction: Cross-modal Federated Learning with Hierarchical Aggregation
  27 Mar 2023 0 repositories listed
• Efficient Parallel Split Learning over Resource-constrained Wireless Edge Networks
  26 Mar 2023 0 repositories listed
• Green Federated Learning
  26 Mar 2023 0 repositories listed
• A Survey on Model-based, Heuristic, and Machine Learning Optimization Approaches in RIS-aided Wireless Networks
  25 Mar 2023 0 repositories listed
• Edge Selection and Clustering for Federated Learning in Optical Inter-LEO Satellite Constellation
  25 Mar 2023 0 repositories listed
• Federated Learning without Full Labels: A Survey
  25 Mar 2023 0 repositories listed
• A Survey on Secure and Private Federated Learning Using Blockchain: Theory and Application in Resource-constrained Computing
  24 Mar 2023 0 repositories listed
• Automated Federated Learning in Mobile Edge Networks -- Fast Adaptation and Convergence
  23 Mar 2023 0 repositories listed
• Failure-tolerant Distributed Learning for Anomaly Detection in Wireless Networks
  23 Mar 2023 0 repositories listed
• Federated Learning for Metaverse: A Survey
  23 Mar 2023 0 repositories listed
• AI Models Close to your Chest: Robust Federated Learning Strategies for Multi-site CT
  23 Mar 2023 0 repositories listed
• Federated Uncertainty-Aware Aggregation for Fundus Diabetic Retinopathy Staging
  23 Mar 2023 0 repositories listed
• FS-Real: Towards Real-World Cross-Device Federated Learning
  23 Mar 2023 0 repositories listed
• Secure Federated Learning for Cognitive Radio Sensing
  23 Mar 2023 0 repositories listed
• Delay-Aware Hierarchical Federated Learning
  22 Mar 2023 0 repositories listed
• Prototype Helps Federated Learning: Towards Faster Convergence
  22 Mar 2023 0 repositories listed
• A Survey on Class Imbalance in Federated Learning
  21 Mar 2023 0 repositories listed
• Poisoning Attacks in Federated Edge Learning for Digital Twin 6G-enabled IoTs: An Anticipatory Study
  21 Mar 2023 0 repositories listed
• FedMAE: Federated Self-Supervised Learning with One-Block Masked Auto-Encoder
  20 Mar 2023 0 repositories listed
• Recursive Euclidean Distance Based Robust Aggregation Technique For Federated Learning
  20 Mar 2023 0 repositories listed
• A Survey of Federated Learning for Connected and Automated Vehicles
  19 Mar 2023 0 repositories listed
• Hierarchical Personalized Federated Learning Over Massive Mobile Edge Computing Networks
  19 Mar 2023 0 repositories listed
• Byzantine-Resilient Federated Learning at Edge
  18 Mar 2023 0 repositories listed
• Client Selection for Generalization in Accelerated Federated Learning: A Multi-Armed Bandit Approach
  18 Mar 2023 0 repositories listed