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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 55 of 68: papers 5,401 to 5,500 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.

• Privacy-Preserving Federated Learning via System Immersion and Random Matrix Encryption
  5 Apr 2022 0 repositories listed
• SAFARI: Sparsity enabled Federated Learning with Limited and Unreliable Communications
  5 Apr 2022 0 repositories listed
• CDKT-FL: Cross-Device Knowledge Transfer using Proxy Dataset in Federated Learning
  4 Apr 2022 0 repositories listed
• Byzantine-Robust Federated Linear Bandits
  3 Apr 2022 0 repositories listed
• FedGBF: An efficient vertical federated learning framework via gradient boosting and bagging
  3 Apr 2022 0 repositories listed
• Accelerating Federated Edge Learning via Topology Optimization
  1 Apr 2022 0 repositories listed
• Optimising Communication Overhead in Federated Learning Using NSGA-II
  1 Apr 2022 0 repositories listed
• Studying the Impact of Data Disclosure Mechanism in Recommender Systems via Simulation
  1 Apr 2022 0 repositories listed
• Scaling Language Model Size in Cross-Device Federated Learning
  31 Mar 2022 0 repositories listed
• Escaping Data Scarcity for High-Resolution Heterogeneous Face Hallucination
  30 Mar 2022 0 repositories listed
• Federated Domain Adaptation for ASR with Full Self-Supervision
  30 Mar 2022 0 repositories listed
• Federated Learning for the Classification of Tumor Infiltrating Lymphocytes
  30 Mar 2022 0 repositories listed
• Towards Collaborative Intelligence: Routability Estimation based on Decentralized Private Data
  30 Mar 2022 0 repositories listed
• Federated Learning-Based Localization with Heterogeneous Fingerprint Database
  29 Mar 2022 0 repositories listed
• FedADMM: A Federated Primal-Dual Algorithm Allowing Partial Participation
  28 Mar 2022 0 repositories listed
• Federated Learning with Position-Aware Neurons
  28 Mar 2022 0 repositories listed
• Federated Named Entity Recognition
  28 Mar 2022 0 repositories listed
• Knowledge-Guided Learning for Transceiver Design in Over-the-Air Federated Learning
  28 Mar 2022 0 repositories listed
• Adversarial Representation Sharing: A Quantitative and Secure Collaborative Learning Framework
  27 Mar 2022 0 repositories listed
• Multi-Edge Server-Assisted Dynamic Federated Learning with an Optimized Floating Aggregation Point
  26 Mar 2022 0 repositories listed
• SlimFL: Federated Learning with Superposition Coding over Slimmable Neural Networks
  26 Mar 2022 0 repositories listed
• Sparse Federated Learning with Hierarchical Personalized Models
  25 Mar 2022 0 repositories listed
• ST-FL: Style Transfer Preprocessing in Federated Learning for COVID-19 Segmentation
  25 Mar 2022 0 repositories listed
• Addressing Client Drift in Federated Continual Learning with Adaptive Optimization
  24 Mar 2022 0 repositories listed
• FedGradNorm: Personalized Federated Gradient-Normalized Multi-Task Learning
  24 Mar 2022 0 repositories listed
• SwiftAgg+: Achieving Asymptotically Optimal Communication Loads in Secure Aggregation for Federated Learning
  24 Mar 2022 0 repositories listed
• A Two-Stage Federated Transfer Learning Framework in Medical Images Classification on Limited Data: A COVID-19 Case Study
  24 Mar 2022 0 repositories listed
• Asynchronous Collaborative Learning Across Data Silos
  23 Mar 2022 0 repositories listed
• Contextual Model Aggregation for Fast and Robust Federated Learning in Edge Computing
  23 Mar 2022 0 repositories listed
• Efficient Fully Distributed Federated Learning with Adaptive Local Links
  23 Mar 2022 0 repositories listed
• Towards Effective Clustered Federated Learning: A Peer-to-peer Framework with Adaptive Neighbor Matching
  23 Mar 2022 0 repositories listed
• Federated Self-Supervised Learning for Acoustic Event Classification
  22 Mar 2022 0 repositories listed
• Federated Spatial Reuse Optimization in Next-Generation Decentralized IEEE 802.11 WLANs
  20 Mar 2022 0 repositories listed
• Desirable Companion for Vertical Federated Learning: New Zeroth-Order Gradient Based Algorithm
  19 Mar 2022 0 repositories listed
• Federated Learning Approach for Lifetime Prediction of Semiconductor Lasers
  19 Mar 2022 0 repositories listed
• Closing the Generalization Gap of Cross-silo Federated Medical Image Segmentation
  18 Mar 2022 0 repositories listed
• Federated Learning for Privacy Preservation in Smart Healthcare Systems: A Comprehensive Survey
  18 Mar 2022 0 repositories listed
• Latency Optimization for Blockchain-Empowered Federated Learning in Multi-Server Edge Computing
  18 Mar 2022 0 repositories listed
• Fair Federated Learning via Bounded Group Loss
  18 Mar 2022 0 repositories listed
• Training a Tokenizer for Free with Private Federated Learning
  15 Mar 2022 0 repositories listed
• Communication-Efficient Federated Distillation with Active Data Sampling
  14 Mar 2022 0 repositories listed
• Federated Cycling (FedCy): Semi-supervised Federated Learning of Surgical Phases
  14 Mar 2022 0 repositories listed
• Privatized Graph Federated Learning
  14 Mar 2022 0 repositories listed
• The Right to be Forgotten in Federated Learning: An Efficient Realization with Rapid Retraining
  14 Mar 2022 0 repositories listed
• Auto-FedRL: Federated Hyperparameter Optimization for Multi-institutional Medical Image Segmentation
  12 Mar 2022 0 repositories listed
• Federated Remote Physiological Measurement with Imperfect Data
  11 Mar 2022 0 repositories listed
• FedSyn: Synthetic Data Generation using Federated Learning
  11 Mar 2022 0 repositories listed
• No Free Lunch Theorem for Security and Utility in Federated Learning
  11 Mar 2022 0 repositories listed
• Wireless Quantized Federated Learning: A Joint Computation and Communication Design
  11 Mar 2022 0 repositories listed
• A Contribution-based Device Selection Scheme in Federated Learning
  10 Mar 2022 0 repositories listed
• A Systematic Literature Review on Blockchain Enabled Federated Learning Framework for Internet of Vehicles
  10 Mar 2022 0 repositories listed
• Efficient Image Representation Learning with Federated Sampled Softmax
  9 Mar 2022 0 repositories listed
• Federated Minimax Optimization: Improved Convergence Analyses and Algorithms
  9 Mar 2022 0 repositories listed
• Robust Federated Learning Against Adversarial Attacks for Speech Emotion Recognition
  9 Mar 2022 0 repositories listed
• Update Compression for Deep Neural Networks on the Edge
  9 Mar 2022 0 repositories listed
• LSTMSPLIT: Effective SPLIT Learning based LSTM on Sequential Time-Series Data
  8 Mar 2022 0 repositories listed
• Differentially Private Federated Learning with Local Regularization and Sparsification
  7 Mar 2022 0 repositories listed
• The Fundamental Price of Secure Aggregation in Differentially Private Federated Learning
  7 Mar 2022 0 repositories listed
• Fully Decentralized, Scalable Gaussian Processes for Multi-Agent Federated Learning
  6 Mar 2022 0 repositories listed
• Continual Horizontal Federated Learning for Heterogeneous Data
  4 Mar 2022 0 repositories listed
• Label Leakage and Protection from Forward Embedding in Vertical Federated Learning
  2 Mar 2022 0 repositories listed
• Towards Efficient and Stable K-Asynchronous Federated Learning with Unbounded Stale Gradients on Non-IID Data
  2 Mar 2022 0 repositories listed
• Beyond Gradients: Exploiting Adversarial Priors in Model Inversion Attacks
  1 Mar 2022 0 repositories listed
• FedREP: Towards Horizontal Federated Load Forecasting for Retail Energy Providers
  1 Mar 2022 0 repositories listed
• Asynchronous Decentralized Federated Learning for Collaborative Fault Diagnosis of PV Stations
  28 Feb 2022 0 repositories listed
• Graph-Assisted Communication-Efficient Ensemble Federated Learning
  27 Feb 2022 0 repositories listed
• Towards an Accountable and Reproducible Federated Learning: A FactSheets Approach
  25 Feb 2022 0 repositories listed
• Robust Federated Learning with Connectivity Failures: A Semi-Decentralized Framework with Collaborative Relaying
  24 Feb 2022 0 repositories listed
• Bitwidth Heterogeneous Federated Learning with Progressive Weight Dequantization
  23 Feb 2022 0 repositories listed
• FedCAT: Towards Accurate Federated Learning via Device Concatenation
  23 Feb 2022 0 repositories listed
• Towards Tailored Models on Private AIoT Devices: Federated Direct Neural Architecture Search
  23 Feb 2022 0 repositories listed
• Differential Secrecy for Distributed Data and Applications to Robust Differentially Secure Vector Summation
  22 Feb 2022 0 repositories listed
• Backdoor Defense in Federated Learning Using Differential Testing and Outlier Detection
  21 Feb 2022 0 repositories listed
• Collusion Resistant Federated Learning with Oblivious Distributed Differential Privacy
  20 Feb 2022 0 repositories listed
• Personalized Federated Learning with Exact Stochastic Gradient Descent
  20 Feb 2022 0 repositories listed
• Differentially Private Federated Learning via Inexact ADMM with Multiple Local Updates
  18 Feb 2022 0 repositories listed
• FedEmbed: Personalized Private Federated Learning
  18 Feb 2022 0 repositories listed
• Incentive Mechanism Design for Joint Resource Allocation in Blockchain-based Federated Learning
  18 Feb 2022 0 repositories listed
• PerFED-GAN: Personalized Federated Learning via Generative Adversarial Networks
  18 Feb 2022 0 repositories listed
• ProxSkip: Yes! Local Gradient Steps Provably Lead to Communication Acceleration! Finally!
  18 Feb 2022 0 repositories listed
• Federated Stochastic Gradient Descent Begets Self-Induced Momentum
  17 Feb 2022 0 repositories listed
• FLAME: Federated Learning Across Multi-device Environments
  17 Feb 2022 0 repositories listed
• Time-Correlated Sparsification for Efficient Over-the-Air Model Aggregation in Wireless Federated Learning
  17 Feb 2022 0 repositories listed
• When BERT Meets Quantum Temporal Convolution Learning for Text Classification in Heterogeneous Computing
  17 Feb 2022 0 repositories listed
• Capitalization Normalization for Language Modeling with an Accurate and Efficient Hierarchical RNN Model
  16 Feb 2022 0 repositories listed
• No One Left Behind: Inclusive Federated Learning over Heterogeneous Devices
  16 Feb 2022 0 repositories listed
• Single-shot Hyper-parameter Optimization for Federated Learning: A General Algorithm & Analysis
  16 Feb 2022 0 repositories listed
• Architecture Agnostic Federated Learning for Neural Networks
  15 Feb 2022 0 repositories listed
• Federated Graph Neural Networks: Overview, Techniques and Challenges
  15 Feb 2022 0 repositories listed
• Federated-Learning-Based Anomaly Detection for IoT Security Attacks
  15 Feb 2022 0 repositories listed
• Federated Learning with Sparsified Model Perturbation: Improving Accuracy under Client-Level Differential Privacy
  15 Feb 2022 0 repositories listed
• Towards Verifiable Federated Learning
  15 Feb 2022 0 repositories listed
• Do Gradient Inversion Attacks Make Federated Learning Unsafe?
  14 Feb 2022 0 repositories listed
• Federated Contrastive Learning for Dermatological Disease Diagnosis via On-device Learning
  14 Feb 2022 0 repositories listed
• FLHub: a Federated Learning model sharing service
  14 Feb 2022 0 repositories listed
• Escaping Saddle Points with Bias-Variance Reduced Local Perturbed SGD for Communication Efficient Nonconvex Distributed Learning
  12 Feb 2022 0 repositories listed
• On Federated Learning with Energy Harvesting Clients
  12 Feb 2022 0 repositories listed
• SHED: A Newton-type algorithm for federated learning based on incremental Hessian eigenvector sharing
  11 Feb 2022 0 repositories listed
• FedAttack: Effective and Covert Poisoning Attack on Federated Recommendation via Hard Sampling
  10 Feb 2022 0 repositories listed
• Game of Privacy: Towards Better Federated Platform Collaboration under Privacy Restriction
  10 Feb 2022 0 repositories listed