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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 50 of 68: papers 4,901 to 5,000 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.

• Resource-Aware Heterogeneous Federated Learning using Neural Architecture Search
  9 Nov 2022 0 repositories listed
• A Penalty-Based Method for Communication-Efficient Decentralized Bilevel Programming
  8 Nov 2022 0 repositories listed
• Federated Learning Using Three-Operator ADMM
  8 Nov 2022 0 repositories listed
• Stochastic Coded Federated Learning: Theoretical Analysis and Incentive Mechanism Design
  8 Nov 2022 0 repositories listed
• Closing the Gap between Client and Global Model Performance in Heterogeneous Federated Learning
  7 Nov 2022 0 repositories listed
• FedGrad: Optimisation in Decentralised Machine Learning
  7 Nov 2022 0 repositories listed
• Over-The-Air Clustered Wireless Federated Learning
  7 Nov 2022 0 repositories listed
• Resilience of Wireless Ad Hoc Federated Learning against Model Poisoning Attacks
  7 Nov 2022 0 repositories listed
• FLock: Defending Malicious Behaviors in Federated Learning with Blockchain
  5 Nov 2022 0 repositories listed
• ON-DEMAND-FL: A Dynamic and Efficient Multi-Criteria Federated Learning Client Deployment Scheme
  5 Nov 2022 0 repositories listed
• Decentralized Federated Reinforcement Learning for User-Centric Dynamic TFDD Control
  4 Nov 2022 0 repositories listed
• Federated Multilingual Models for Medical Transcript Analysis
  4 Nov 2022 0 repositories listed
• A Convergence Theory for Federated Average: Beyond Smoothness
  3 Nov 2022 0 repositories listed
• Client Selection in Federated Learning: Principles, Challenges, and Opportunities
  3 Nov 2022 0 repositories listed
• Fairness in Federated Learning via Core-Stability
  3 Nov 2022 0 repositories listed
• Faster Adaptive Momentum-Based Federated Methods for Distributed Composition Optimization
  3 Nov 2022 0 repositories listed
• FedGen: Generalizable Federated Learning for Sequential Data
  3 Nov 2022 0 repositories listed
• Try to Avoid Attacks: A Federated Data Sanitization Defense for Healthcare IoMT Systems
  3 Nov 2022 0 repositories listed
• Wind Power Forecasting Considering Data Privacy Protection: A Federated Deep Reinforcement Learning Approach
  2 Nov 2022 0 repositories listed
• Multi-Resource Allocation for On-Device Distributed Federated Learning Systems
  1 Nov 2022 0 repositories listed
• Optimal Complexity in Non-Convex Decentralized Learning over Time-Varying Networks
  1 Nov 2022 0 repositories listed
• A Federated Learning Scheme for Neuro-developmental Disorders: Multi-Aspect ASD Detection
  31 Oct 2022 0 repositories listed
• A-LAQ: Adaptive Lazily Aggregated Quantized Gradient
  31 Oct 2022 0 repositories listed
• Device Scheduling for Over-the-Air Federated Learning with Differential Privacy
  31 Oct 2022 0 repositories listed
• Federated Averaging Langevin Dynamics: Toward a unified theory and new algorithms
  31 Oct 2022 0 repositories listed
• FedMint: Intelligent Bilateral Client Selection in Federated Learning with Newcomer IoT Devices
  31 Oct 2022 0 repositories listed
• FL Games: A Federated Learning Framework for Distribution Shifts
  31 Oct 2022 0 repositories listed
• Evaluation and comparison of federated learning algorithms for Human Activity Recognition on smartphones
  30 Oct 2022 0 repositories listed
• One Gradient Frank-Wolfe for Decentralized Online Convex and Submodular Optimization
  30 Oct 2022 0 repositories listed
• Two Models are Better than One: Federated Learning Is Not Private For Google GBoard Next Word Prediction
  30 Oct 2022 0 repositories listed
• Auxo: Efficient Federated Learning via Scalable Client Clustering
  29 Oct 2022 0 repositories listed
• Completely Heterogeneous Federated Learning
  28 Oct 2022 0 repositories listed
• Differentially Private CutMix for Split Learning with Vision Transformer
  28 Oct 2022 0 repositories listed
• Efficient and Light-Weight Federated Learning via Asynchronous Distributed Dropout
  28 Oct 2022 0 repositories listed
• Federated Learning based Energy Demand Prediction with Clustered Aggregation
  28 Oct 2022 0 repositories listed
• Federated Learning for Chronic Obstructive Pulmonary Disease Classification with Partial Personalized Attention Mechanism
  28 Oct 2022 0 repositories listed
• FedVMR: A New Federated Learning method for Video Moment Retrieval
  28 Oct 2022 0 repositories listed
• GowFed -- A novel Federated Network Intrusion Detection System
  28 Oct 2022 0 repositories listed
• Local Model Reconstruction Attacks in Federated Learning and their Uses
  28 Oct 2022 0 repositories listed
• Exploiting Features and Logits in Heterogeneous Federated Learning
  27 Oct 2022 0 repositories listed
• Federated Graph Representation Learning using Self-Supervision
  27 Oct 2022 0 repositories listed
• M3FGM:a node masking and multi-granularity message passing-based federated graph model for spatial-temporal data prediction
  27 Oct 2022 0 repositories listed
• Prototype-Based Layered Federated Cross-Modal Hashing
  27 Oct 2022 0 repositories listed
• Resource Constrained Vehicular Edge Federated Learning with Highly Mobile Connected Vehicles
  27 Oct 2022 0 repositories listed
• Hierarchical Federated Learning with Momentum Acceleration in Multi-Tier Networks
  26 Oct 2022 0 repositories listed
• Federated Learning Using Variance Reduced Stochastic Gradient for Probabilistically Activated Agents
  25 Oct 2022 0 repositories listed
• FedGRec: Federated Graph Recommender System with Lazy Update of Latent Embeddings
  25 Oct 2022 0 repositories listed
• UTILIZING FEDERATED LEARNING AND META LEARNING FOR FEW-SHOT LEARNING ON EDGE DEVICES
  25 Oct 2022 0 repositories listed
• Detection and Prevention Against Poisoning Attacks in Federated Learning
  24 Oct 2022 0 repositories listed
• Federated Learning and Meta Learning: Approaches, Applications, and Directions
  24 Oct 2022 0 repositories listed
• Investigating Neuron Disturbing in Fusing Heterogeneous Neural Networks
  24 Oct 2022 0 repositories listed
• Provably Doubly Accelerated Federated Learning: The First Theoretically Successful Combination of Local Training and Communication Compression
  24 Oct 2022 0 repositories listed
• Subspace Recovery from Heterogeneous Data with Non-isotropic Noise
  24 Oct 2022 0 repositories listed
• Mixed Precision Quantization to Tackle Gradient Leakage Attacks in Federated Learning
  22 Oct 2022 0 repositories listed
• Towards Quantum-Enabled 6G Slicing
  21 Oct 2022 0 repositories listed
• Analyzing the Robustness of Decentralized Horizontal and Vertical Federated Learning Architectures in a Non-IID Scenario
  20 Oct 2022 0 repositories listed
• Federated Learning via Unmanned Aerial Vehicle
  20 Oct 2022 0 repositories listed
• FedRecover: Recovering from Poisoning Attacks in Federated Learning using Historical Information
  20 Oct 2022 0 repositories listed
• Backdoor Attack and Defense in Federated Generative Adversarial Network-based Medical Image Synthesis
  19 Oct 2022 0 repositories listed
• Channel-driven Decentralized Bayesian Federated Learning for Trustworthy Decision Making in D2D Networks
  19 Oct 2022 0 repositories listed
• Latency Aware Semi-synchronous Client Selection and Model Aggregation for Wireless Federated Learning
  19 Oct 2022 0 repositories listed
• FLECS-CGD: A Federated Learning Second-Order Framework via Compression and Sketching with Compressed Gradient Differences
  18 Oct 2022 0 repositories listed
• Random Orthogonalization for Federated Learning in Massive MIMO Systems
  18 Oct 2022 0 repositories listed
• TEFL: Turbo Explainable Federated Learning for 6G Trustworthy Zero-Touch Network Slicing
  18 Oct 2022 0 repositories listed
• Industry-Scale Orchestrated Federated Learning for Drug Discovery
  17 Oct 2022 0 repositories listed
• Federated Learning with Privacy-Preserving Ensemble Attention Distillation
  16 Oct 2022 0 repositories listed
• FedCross: Towards Accurate Federated Learning via Multi-Model Cross-Aggregation
  15 Oct 2022 0 repositories listed
• Sketching for First Order Method: Efficient Algorithm for Low-Bandwidth Channel and Vulnerability
  15 Oct 2022 0 repositories listed
• A Primal-Dual Algorithm for Hybrid Federated Learning
  14 Oct 2022 0 repositories listed
• FedFM: Anchor-based Feature Matching for Data Heterogeneity in Federated Learning
  14 Oct 2022 0 repositories listed
• Toward Secure and Private Over-the-Air Federated Learning
  14 Oct 2022 0 repositories listed
• Dim-Krum: Backdoor-Resistant Federated Learning for NLP with Dimension-wise Krum-Based Aggregation
  13 Oct 2022 0 repositories listed
• Personalized Federated Hypernetworks for Privacy Preservation in Multi-Task Reinforcement Learning
  13 Oct 2022 0 repositories listed
• ScionFL: Efficient and Robust Secure Quantized Aggregation
  13 Oct 2022 0 repositories listed
• Anomaly Detection via Federated Learning
  12 Oct 2022 0 repositories listed
• Find Your Friends: Personalized Federated Learning with the Right Collaborators
  12 Oct 2022 0 repositories listed
• Privacy of federated QR decomposition using additive secure multiparty computation
  12 Oct 2022 0 repositories listed
• A Survey on Heterogeneous Federated Learning
  10 Oct 2022 0 repositories listed
• FedBA: Non-IID Federated Learning Framework in UAV Networks
  10 Oct 2022 0 repositories listed
• On the Performance of Gradient Tracking with Local Updates
  10 Oct 2022 0 repositories listed
• Collaborative Domain Blocking: Using federated NLP To Detect Malicious Domains
  8 Oct 2022 0 repositories listed
• FedDef: Defense Against Gradient Leakage in Federated Learning-based Network Intrusion Detection Systems
  8 Oct 2022 0 repositories listed
• Depersonalized Federated Learning: Tackling Statistical Heterogeneity by Alternating Stochastic Gradient Descent
  7 Oct 2022 0 repositories listed
• Embedding Representation of Academic Heterogeneous Information Networks Based on Federated Learning
  7 Oct 2022 0 repositories listed
• FedPC: Federated Learning for Language Generation with Personal and Context Preference Embeddings
  7 Oct 2022 0 repositories listed
• Rethinking Normalization Methods in Federated Learning
  7 Oct 2022 0 repositories listed
• Time Minimization in Hierarchical Federated Learning
  7 Oct 2022 0 repositories listed
• Communication-Efficient and Drift-Robust Federated Learning via Elastic Net
  6 Oct 2022 0 repositories listed
• DReS-FL: Dropout-Resilient Secure Federated Learning for Non-IID Clients via Secret Data Sharing
  6 Oct 2022 0 repositories listed
• Federated Learning with Server Learning: Enhancing Performance for Non-IID Data
  6 Oct 2022 0 repositories listed
• FedGraph: an Aggregation Method from Graph Perspective
  6 Oct 2022 0 repositories listed
• FedMT: Federated Learning with Mixed-type Labels
  5 Oct 2022 0 repositories listed
• Over-the-Air Federated Learning with Privacy Protection via Correlated Additive Perturbations
  5 Oct 2022 0 repositories listed
• Beam Management in Ultra-dense mmWave Network via Federated Reinforcement Learning: An Intelligent and Secure Approach
  4 Oct 2022 0 repositories listed
• Domain Discrepancy Aware Distillation for Model Aggregation in Federated Learning
  4 Oct 2022 0 repositories listed
• Exploring Parameter-Efficient Fine-Tuning to Enable Foundation Models in Federated Learning
  4 Oct 2022 0 repositories listed
• Group Personalized Federated Learning
  4 Oct 2022 0 repositories listed
• Invariant Aggregator for Defending against Federated Backdoor Attacks
  4 Oct 2022 0 repositories listed
• SecureFedYJ: a safe feature Gaussianization protocol for Federated Learning
  4 Oct 2022 0 repositories listed
• Split Federated Learning on Micro-controllers: A Keyword Spotting Showcase
  4 Oct 2022 0 repositories listed