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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 58 of 68: papers 5,701 to 5,800 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 attacks for automatic speech recognition acoustic models in a federated learning framework
  6 Nov 2021 0 repositories listed
• Data Selection for Efficient Model Update in Federated Learning
  5 Nov 2021 0 repositories listed
• DVFL: A Vertical Federated Learning Method for Dynamic Data
  5 Nov 2021 0 repositories listed
• A Cyber Threat Intelligence Sharing Scheme based on Federated Learning for Network Intrusion Detection
  4 Nov 2021 0 repositories listed
• A Personalized Federated Learning Algorithm: an Application in Anomaly Detection
  4 Nov 2021 0 repositories listed
• Federated Expectation Maximization with heterogeneity mitigation and variance reduction
  3 Nov 2021 0 repositories listed
• Towards Fairness-Aware Federated Learning
  2 Nov 2021 0 repositories listed
• Basis Matters: Better Communication-Efficient Second Order Methods for Federated Learning
  2 Nov 2021 0 repositories listed
• Federated Split Vision Transformer for COVID-19 CXR Diagnosis using Task-Agnostic Training
  2 Nov 2021 0 repositories listed
• FedGraph: Federated Graph Learning with Intelligent Sampling
  2 Nov 2021 0 repositories listed
• Practical and Light-weight Secure Aggregation for Federated Submodel Learning
  2 Nov 2021 0 repositories listed
• FedFm: Towards a Robust Federated Learning Approach For Fault Mitigation at the Edge Nodes
  1 Nov 2021 0 repositories listed
• Improving Federated Learning for Aspect-based Sentiment Analysis via Topic Memories
  1 Nov 2021 0 repositories listed
• Robust Federated Learning via Over-The-Air Computation
  1 Nov 2021 0 repositories listed
• To Talk or to Work: Delay Efficient Federated Learning over Mobile Edge Devices
  1 Nov 2021 0 repositories listed
• DAdaQuant: Doubly-adaptive quantization for communication-efficient Federated Learning
  31 Oct 2021 0 repositories listed
• Wireless Federated Learning over MIMO Networks: Joint Device Scheduling and Beamforming Design
  31 Oct 2021 0 repositories listed
• Dynamic Differential-Privacy Preserving SGD
  30 Oct 2021 0 repositories listed
• Federated Semi-Supervised Learning with Class Distribution Mismatch
  29 Oct 2021 0 repositories listed
• Federated Learning with Heterogeneous Differential Privacy
  28 Oct 2021 0 repositories listed
• Towards Model Agnostic Federated Learning Using Knowledge Distillation
  28 Oct 2021 0 repositories listed
• Differentially Private Federated Bayesian Optimization with Distributed Exploration
  27 Oct 2021 0 repositories listed
• FedPrune: Towards Inclusive Federated Learning
  27 Oct 2021 0 repositories listed
• Over-the-Air Aggregation for Federated Learning: Waveform Superposition and Prototype Validation
  27 Oct 2021 0 repositories listed
• Spatio-Temporal Federated Learning for Massive Wireless Edge Networks
  27 Oct 2021 0 repositories listed
• DPCOVID: Privacy-Preserving Federated Covid-19 Detection
  26 Oct 2021 0 repositories listed
• Ensemble Federated Adversarial Training with Non-IID data
  26 Oct 2021 0 repositories listed
• MarS-FL: Enabling Competitors to Collaborate in Federated Learning
  26 Oct 2021 0 repositories listed
• Semi-Supervised Federated Learning with non-IID Data: Algorithm and System Design
  26 Oct 2021 0 repositories listed
• Federated Test-Time Adaptive Face Presentation Attack Detection with Dual-Phase Privacy Preservation
  25 Oct 2021 0 repositories listed
• Optimal Model Averaging: Towards Personalized Collaborative Learning
  25 Oct 2021 0 repositories listed
• Optimization-Based GenQSGD for Federated Edge Learning
  25 Oct 2021 0 repositories listed
• Federated Multiple Label Hashing (FedMLH): Communication Efficient Federated Learning on Extreme Classification Tasks
  23 Oct 2021 0 repositories listed
• Federated Learning over Wireless IoT Networks with Optimized Communication and Resources
  22 Oct 2021 0 repositories listed
• MANDERA: Malicious Node Detection in Federated Learning via Ranking
  22 Oct 2021 0 repositories listed
• Tackling the Local Bias in Federated Graph Learning
  22 Oct 2021 0 repositories listed
• PRECAD: Privacy-Preserving and Robust Federated Learning via Crypto-Aided Differential Privacy
  22 Oct 2021 0 repositories listed
• WebFed: Cross-platform Federated Learning Framework Based on Web Browser with Local Differential Privacy
  22 Oct 2021 0 repositories listed
• Bristle: Decentralized Federated Learning in Byzantine, Non-i.i.d. Environments
  21 Oct 2021 0 repositories listed
• FedGEMS: Federated Learning of Larger Server Models via Selective Knowledge Fusion
  21 Oct 2021 0 repositories listed
• Boosting Resource-Constrained Federated Learning Systems with Guessed Updates
  21 Oct 2021 0 repositories listed
• PipAttack: Poisoning Federated Recommender Systems forManipulating Item Promotion
  21 Oct 2021 0 repositories listed
• SecureBoost+: Large Scale and High-Performance Vertical Federated Gradient Boosting Decision Tree
  21 Oct 2021 0 repositories listed
• Distributed Reinforcement Learning for Privacy-Preserving Dynamic Edge Caching
  20 Oct 2021 0 repositories listed
• FedParking: A Federated Learning based Parking Space Estimation with Parked Vehicle assisted Edge Computing
  19 Oct 2021 0 repositories listed
• Layer-wise Adaptive Model Aggregation for Scalable Federated Learning
  19 Oct 2021 0 repositories listed
• Tackling Dynamics in Federated Incremental Learning with Variational Embedding Rehearsal
  19 Oct 2021 0 repositories listed
• TESSERACT: Gradient Flip Score to Secure Federated Learning Against Model Poisoning Attacks
  19 Oct 2021 0 repositories listed
• UniFed: A Unified Framework for Federated Learning on Non-IID Image Features
  19 Oct 2021 0 repositories listed
• User-Centric Federated Learning
  19 Oct 2021 0 repositories listed
• BEV-SGD: Best Effort Voting SGD for Analog Aggregation Based Federated Learning against Byzantine Attackers
  18 Oct 2021 0 repositories listed
• Semi-asynchronous Hierarchical Federated Learning for Cooperative Intelligent Transportation Systems
  18 Oct 2021 0 repositories listed
• Sim-to-Real Transfer in Multi-agent Reinforcement Networking for Federated Edge Computing
  18 Oct 2021 0 repositories listed
• A Federated Approach to Predict Emojis in Hindi Tweets
  16 Oct 2021 0 repositories listed
• Blockchain and Federated Edge Learning for Privacy-Preserving Mobile Crowdsensing
  16 Oct 2021 0 repositories listed
• Evaluation of Hyperparameter-Optimization Approaches in an Industrial Federated Learning System
  15 Oct 2021 0 repositories listed
• FedMe: Federated Learning via Model Exchange
  15 Oct 2021 0 repositories listed
• FedSEAL: Semi-Supervised Federated Learning with Self-Ensemble Learning and Negative Learning
  15 Oct 2021 0 repositories listed
• FedSLD: Federated Learning with Shared Label Distribution for Medical Image Classification
  15 Oct 2021 0 repositories listed
• Distribution-Free Federated Learning with Conformal Predictions
  14 Oct 2021 0 repositories listed
• EdgeML: Towards Network-Accelerated Federated Learning over Wireless Edge
  14 Oct 2021 0 repositories listed
• Federated learning and next generation wireless communications: A survey on bidirectional relationship
  14 Oct 2021 0 repositories listed
• FedSpeech: Federated Text-to-Speech with Continual Learning
  14 Oct 2021 0 repositories listed
• Leveraging Spatial and Temporal Correlations in Sparsified Mean Estimation
  14 Oct 2021 0 repositories listed
• Modeling and Analysis of Intermittent Federated Learning Over Cellular-Connected UAV Networks
  13 Oct 2021 0 repositories listed
• WAFFLE: Weighted Averaging for Personalized Federated Learning
  13 Oct 2021 0 repositories listed
• Application of Homomorphic Encryption in Medical Imaging
  12 Oct 2021 0 repositories listed
• Federated Phish Bowl: LSTM-Based Decentralized Phishing Email Detection
  12 Oct 2021 0 repositories listed
• An Information-Theoretic Analysis of The Cost of Decentralization for Learning and Inference Under Privacy Constraints
  11 Oct 2021 0 repositories listed
• Gradual Federated Learning with Simulated Annealing
  11 Oct 2021 0 repositories listed
• Partial Variable Training for Efficient On-Device Federated Learning
  11 Oct 2021 0 repositories listed
• Exploring Heterogeneous Characteristics of Layers in ASR Models for More Efficient Training
  8 Oct 2021 0 repositories listed
• Federated Learning for Big Data: A Survey on Opportunities, Applications, and Future Directions
  8 Oct 2021 0 repositories listed
• FRL: Federated Rank Learning
  8 Oct 2021 0 repositories listed
• Complex-valued Federated Learning with Differential Privacy and MRI Applications
  7 Oct 2021 0 repositories listed
• Distributed Methods with Compressed Communication for Solving Variational Inequalities, with Theoretical Guarantees
  7 Oct 2021 0 repositories listed
• Enabling On-Device Training of Speech Recognition Models with Federated Dropout
  7 Oct 2021 0 repositories listed
• Neural Tangent Kernel Empowered Federated Learning
  7 Oct 2021 0 repositories listed Syntology 0 ran · 2 unverified (of 2 harvested samples) · 2 pointer-only (licence)
• Towards Federated Learning-Enabled Visible Light Communication in 6G Systems
  7 Oct 2021 0 repositories listed
• Efficient and Private Federated Learning with Partially Trainable Networks
  6 Oct 2021 0 repositories listed
• Secure Byzantine-Robust Distributed Learning via Clustering
  6 Oct 2021 0 repositories listed
• SSFL: Tackling Label Deficiency in Federated Learning via Personalized Self-Supervision
  6 Oct 2021 0 repositories listed
• Two-Bit Aggregation for Communication Efficient and Differentially Private Federated Learning
  6 Oct 2021 0 repositories listed
• A Systematic Survey of Blockchained Federated Learning
  5 Oct 2021 0 repositories listed
• FedDQ: Communication-Efficient Federated Learning with Descending Quantization
  5 Oct 2021 0 repositories listed
• Federating for Learning Group Fair Models
  5 Oct 2021 0 repositories listed
• Secure Aggregation for Buffered Asynchronous Federated Learning
  5 Oct 2021 0 repositories listed
• Asynchronous Upper Confidence Bound Algorithms for Federated Linear Bandits
  4 Oct 2021 0 repositories listed
• Distributed Learning Approaches for Automated Chest X-Ray Diagnosis
  4 Oct 2021 0 repositories listed
• Privacy enabled Financial Text Classification using Differential Privacy and Federated Learning
  4 Oct 2021 0 repositories listed
• SecFL: Confidential Federated Learning using TEEs
  3 Oct 2021 0 repositories listed
• FairFed: Enabling Group Fairness in Federated Learning
  2 Oct 2021 0 repositories listed
• Algorithm Fairness in AI for Medicine and Healthcare
  1 Oct 2021 0 repositories listed
• Layer-wise and Dimension-wise Locally Adaptive Federated Learning
  1 Oct 2021 0 repositories listed
• Lightweight Transformer in Federated Setting for Human Activity Recognition
  1 Oct 2021 0 repositories listed
• Coding for Straggler Mitigation in Federated Learning
  30 Sep 2021 0 repositories listed
• Federated Dropout -- A Simple Approach for Enabling Federated Learning on Resource Constrained Devices
  30 Sep 2021 0 repositories listed
• A Unified Knowledge Distillation Framework for Deep Directed Graphical Models
  29 Sep 2021 0 repositories listed
• Accelerating Federated Split Learning via Local-Loss-Based Training
  29 Sep 2021 0 repositories listed
• Adapt to Adaptation: Learning to Personalize for Cross-Silo Federated Learning
  29 Sep 2021 0 repositories listed

Syntology lines on 1 of the papers shown; no Syntology record for the others (a paper without an arXiv id cannot be joined to the graph, and absence from the graph layer is not a recorded non-run). “Ran” means the sample executed on a synthesized fixture, not that the paper's result was reproduced; each line links to that paper's sample list. Syntology's record for this page has not changed since 2026-09-28, the first build that kept a record date for it; when this build read Syntology's graph is in the build record. For agents: get_harvested_code_for_paper(arxiv_id) lists each paper's samples; how to connect.