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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 56 of 68: papers 5,501 to 5,600 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.

• PPA: Preference Profiling Attack Against Federated Learning
  10 Feb 2022 0 repositories listed
• Identifying Backdoor Attacks in Federated Learning via Anomaly Detection
  9 Feb 2022 0 repositories listed
• Techtile -- Open 6G R&D Testbed for Communication, Positioning, Sensing, WPT and Federated Learning
  9 Feb 2022 0 repositories listed
• Vertical Federated Learning: Challenges, Methodologies and Experiments
  9 Feb 2022 0 repositories listed
• Learnings from Federated Learning in the Real world
  8 Feb 2022 0 repositories listed
• Practical Challenges in Differentially-Private Federated Survival Analysis of Medical Data
  8 Feb 2022 0 repositories listed
• SwiftAgg: Communication-Efficient and Dropout-Resistant Secure Aggregation for Federated Learning with Worst-Case Security Guarantees
  8 Feb 2022 0 repositories listed
• ABG: A Multi-Party Mixed Protocol Framework for Privacy-Preserving Cooperative Learning
  7 Feb 2022 0 repositories listed
• Addressing modern and practical challenges in machine learning: A survey of online federated and transfer learning
  7 Feb 2022 0 repositories listed
• Fabricated Flips: Poisoning Federated Learning without Data
  7 Feb 2022 0 repositories listed
• More is Better (Mostly): On the Backdoor Attacks in Federated Graph Neural Networks
  7 Feb 2022 0 repositories listed
• Parallel Successive Learning for Dynamic Distributed Model Training over Heterogeneous Wireless Networks
  7 Feb 2022 0 repositories listed
• Preserving Privacy and Security in Federated Learning
  7 Feb 2022 0 repositories listed
• Energy-Aware Edge Association for Cluster-based Personalized Federated Learning
  6 Feb 2022 0 repositories listed
• A Coalition Formation Game Approach for Personalized Federated Learning
  5 Feb 2022 0 repositories listed
• Communication Efficient Federated Learning via Ordered ADMM in a Fully Decentralized Setting
  5 Feb 2022 0 repositories listed
• Aggregation Service for Federated Learning: An Efficient, Secure, and More Resilient Realization
  4 Feb 2022 0 repositories listed
• Improved Information Theoretic Generalization Bounds for Distributed and Federated Learning
  4 Feb 2022 0 repositories listed
• Comparative assessment of federated and centralized machine learning
  3 Feb 2022 0 repositories listed
• Deep Reinforcement Learning Assisted Federated Learning Algorithm for Data Management of IIoT
  3 Feb 2022 0 repositories listed
• Communication Efficient Federated Learning for Generalized Linear Bandits
  2 Feb 2022 0 repositories listed
• Federated Reinforcement Learning for Collective Navigation of Robotic Swarms
  2 Feb 2022 0 repositories listed
• FedSpace: An Efficient Federated Learning Framework at Satellites and Ground Stations
  2 Feb 2022 0 repositories listed
• Factorized-FL: Agnostic Personalized Federated Learning with Kernel Factorization & Similarity Matching
  1 Feb 2022 0 repositories listed
• Federated Active Learning (F-AL): an Efficient Annotation Strategy for Federated Learning
  1 Feb 2022 0 repositories listed
• Federated Learning Challenges and Opportunities: An Outlook
  1 Feb 2022 0 repositories listed
• Personalized Federated Learning via Convex Clustering
  1 Feb 2022 0 repositories listed
• Federated Learning with Erroneous Communication Links
  31 Jan 2022 0 repositories listed
• Heterogeneous Federated Learning via Grouped Sequential-to-Parallel Training
  31 Jan 2022 0 repositories listed
• Studying the Robustness of Anti-adversarial Federated Learning Models Detecting Cyberattacks in IoT Spectrum Sensors
  31 Jan 2022 0 repositories listed
• Communication-Efficient Consensus Mechanism for Federated Reinforcement Learning
  30 Jan 2022 0 repositories listed
• DearFSAC: An Approach to Optimizing Unreliable Federated Learning via Deep Reinforcement Learning
  30 Jan 2022 0 repositories listed
• Improving Federated Learning Face Recognition via Privacy-Agnostic Clusters
  29 Jan 2022 0 repositories listed
• Towards Fast and Accurate Federated Learning with non-IID Data for Cloud-Based IoT Applications
  29 Jan 2022 0 repositories listed
• A Secure and Efficient Federated Learning Framework for NLP
  28 Jan 2022 0 repositories listed
• FedLite: A Scalable Approach for Federated Learning on Resource-constrained Clients
  28 Jan 2022 0 repositories listed
• Gradient Masked Averaging for Federated Learning
  28 Jan 2022 0 repositories listed
• Achieving Personalized Federated Learning with Sparse Local Models
  27 Jan 2022 0 repositories listed
• On the Convergence of Heterogeneous Federated Learning with Arbitrary Adaptive Online Model Pruning
  27 Jan 2022 0 repositories listed
• Towards a Secure and Reliable Federated Learning using Blockchain
  27 Jan 2022 0 repositories listed
• An Efficient and Robust System for Vertically Federated Random Forest
  26 Jan 2022 0 repositories listed
• Challenges and Opportunities for Machine Learning Classification of Behavior and Mental State from Images
  26 Jan 2022 0 repositories listed
• Fast Server Learning Rate Tuning for Coded Federated Dropout
  26 Jan 2022 0 repositories listed
• Server-Side Stepsizes and Sampling Without Replacement Provably Help in Federated Optimization
  26 Jan 2022 0 repositories listed
• Stochastic Coded Federated Learning with Convergence and Privacy Guarantees
  25 Jan 2022 0 repositories listed
• Decentralized EM to Learn Gaussian Mixtures from Datasets Distributed by Features
  24 Jan 2022 0 repositories listed
• Federated Unlearning with Knowledge Distillation
  24 Jan 2022 0 repositories listed
• Towards Multi-Objective Statistically Fair Federated Learning
  24 Jan 2022 0 repositories listed
• A Comprehensive Survey on Federated Learning: Concept and Applications
  23 Jan 2022 0 repositories listed
• Online Auction-Based Incentive Mechanism Design for Horizontal Federated Learning with Budget Constraint
  22 Jan 2022 0 repositories listed
• FedComm: Federated Learning as a Medium for Covert Communication
  21 Jan 2022 0 repositories listed
• TOFU: Towards Obfuscated Federated Updates by Encoding Weight Updates into Gradients from Proxy Data
  21 Jan 2022 0 repositories listed
• Caring Without Sharing: A Federated Learning Crowdsensing Framework for Diversifying Representation of Cities
  20 Jan 2022 0 repositories listed
• Federated Learning with Heterogeneous Architectures using Graph HyperNetworks
  20 Jan 2022 0 repositories listed
• Minimax Demographic Group Fairness in Federated Learning
  20 Jan 2022 0 repositories listed
• Survey on Federated Learning Threats: concepts, taxonomy on attacks and defences, experimental study and challenges
  20 Jan 2022 0 repositories listed
• Communication-Efficient Device Scheduling for Federated Learning Using Stochastic Optimization
  19 Jan 2022 0 repositories listed
• Flexible Parallel Learning in Edge Scenarios: Communication, Computational and Energy Cost
  19 Jan 2022 0 repositories listed
• Towards Energy Efficient Distributed Federated Learning for 6G Networks
  19 Jan 2022 0 repositories listed
• How to Backdoor HyperNetwork in Personalized Federated Learning?
  18 Jan 2022 0 repositories listed
• Towards Federated Clustering: A Federated Fuzzy c-Means Algorithm (FFCM)
  18 Jan 2022 0 repositories listed
• EFMVFL: An Efficient and Flexible Multi-party Vertical Federated Learning without a Third Party
  17 Jan 2022 0 repositories listed
• Fairness in Federated Learning for Spatial-Temporal Applications
  17 Jan 2022 0 repositories listed
• FedNLP: Benchmarking Federated Learning Methods for Natural Language Processing Tasks
  16 Jan 2022 0 repositories listed
• Variance-Reduced Heterogeneous Federated Learning via Stratified Client Selection
  15 Jan 2022 0 repositories listed
• Federated Continual Learning for Socially Aware Robotics
  14 Jan 2022 0 repositories listed
• Demystifying Swarm Learning: A New Paradigm of Blockchain-based Decentralized Federated Learning
  14 Jan 2022 0 repositories listed
• Jamming Attacks on Federated Learning in Wireless Networks
  13 Jan 2022 0 repositories listed
• Partial Model Averaging in Federated Learning: Performance Guarantees and Benefits
  11 Jan 2022 0 repositories listed
• An Interpretable Federated Learning-based Network Intrusion Detection Framework
  10 Jan 2022 0 repositories listed
• FedDTG:Federated Data-Free Knowledge Distillation via Three-Player Generative Adversarial Networks
  10 Jan 2022 0 repositories listed
• A Multi-agent Reinforcement Learning Approach for Efficient Client Selection in Federated Learning
  9 Jan 2022 0 repositories listed
• A Fair and Efficient Hybrid Federated Learning Framework based on XGBoost for Distributed Power Prediction
  8 Jan 2022 0 repositories listed
• ADI: Adversarial Dominating Inputs in Vertical Federated Learning Systems
  8 Jan 2022 0 repositories listed
• LoMar: A Local Defense Against Poisoning Attack on Federated Learning
  8 Jan 2022 0 repositories listed
• Auction-Based Ex-Post-Payment Incentive Mechanism Design for Horizontal Federated Learning with Reputation and Contribution Measurement
  7 Jan 2022 0 repositories listed
• Fair and efficient contribution valuation for vertical federated learning
  7 Jan 2022 0 repositories listed
• Multi-Model Federated Learning
  7 Jan 2022 0 repositories listed
• Federated Optimization of Smooth Loss Functions
  6 Jan 2022 0 repositories listed
• Semantics-Preserved Distortion for Personal Privacy Protection in Information Management
  4 Jan 2022 0 repositories listed
• DeepSight: Mitigating Backdoor Attacks in Federated Learning Through Deep Model Inspection
  3 Jan 2022 0 repositories listed
• Robust Semi-supervised Federated Learning for Images Automatic Recognition in Internet of Drones
  3 Jan 2022 0 repositories listed
• ATPFL: Automatic Trajectory Prediction Model Design Under Federated Learning Framework
  1 Jan 2022 0 repositories listed
• CD2-pFed: Cyclic Distillation-Guided Channel Decoupling for Model Personalization in Federated Learning
  1 Jan 2022 0 repositories listed
• Learning To Collaborate in Decentralized Learning of Personalized Models
  1 Jan 2022 0 repositories listed
• Challenges and Approaches for Mitigating Byzantine Attacks in Federated Learning
  29 Dec 2021 0 repositories listed
• Feature-context driven Federated Meta-Learning for Rare Disease Prediction
  29 Dec 2021 0 repositories listed
• Federated Learning for Cross-block Oil-water Layer Identification
  29 Dec 2021 0 repositories listed
• Robust Convergence in Federated Learning through Label-wise Clustering
  28 Dec 2021 0 repositories listed
• Over-the-Air Federated Multi-Task Learning Over MIMO Multiple Access Channels
  27 Dec 2021 0 repositories listed
• Resource-Efficient and Delay-Aware Federated Learning Design under Edge Heterogeneity
  27 Dec 2021 0 repositories listed
• SPIDER: Searching Personalized Neural Architecture for Federated Learning
  27 Dec 2021 0 repositories listed
• Wireless-Enabled Asynchronous Federated Fourier Neural Network for Turbulence Prediction in Urban Air Mobility (UAM)
  26 Dec 2021 0 repositories listed
• Towards Federated Learning on Time-Evolving Heterogeneous Data
  25 Dec 2021 0 repositories listed
• Faster Rates for Compressed Federated Learning with Client-Variance Reduction
  24 Dec 2021 0 repositories listed
• Sparsified Secure Aggregation for Privacy-Preserving Federated Learning
  23 Dec 2021 0 repositories listed
• FedLGA: Towards System-Heterogeneity of Federated Learning via Local Gradient Approximation
  22 Dec 2021 0 repositories listed
• FLoBC: A Decentralized Blockchain-Based Federated Learning Framework
  22 Dec 2021 0 repositories listed
• Distributed Machine Learning and the Semblance of Trust
  21 Dec 2021 0 repositories listed
• FedPOIRec: Privacy Preserving Federated POI Recommendation with Social Influence
  21 Dec 2021 0 repositories listed