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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 34 of 68: papers 3,301 to 3,400 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.

• Decentralized Federated Learning Over Imperfect Communication Channels
  21 May 2024 0 repositories listed
• Exploring and Exploiting the Asymmetric Valley of Deep Neural Networks
  21 May 2024 0 repositories listed
• FedASTA: Federated adaptive spatial-temporal attention for traffic flow prediction
  21 May 2024 0 repositories listed
• Maverick-Aware Shapley Valuation for Client Selection in Federated Learning
  21 May 2024 0 repositories listed
• Continual Deep Reinforcement Learning for Decentralized Satellite Routing
  20 May 2024 0 repositories listed
• Energy-Efficient Federated Edge Learning with Streaming Data: A Lyapunov Optimization Approach
  20 May 2024 0 repositories listed
• Fed-Credit: Robust Federated Learning with Credibility Management
  20 May 2024 0 repositories listed
• FedCAda: Adaptive Client-Side Optimization for Accelerated and Stable Federated Learning
  20 May 2024 0 repositories listed
• StatAvg: Mitigating Data Heterogeneity in Federated Learning for Intrusion Detection Systems
  20 May 2024 0 repositories listed
• Vertical Federated Learning Hybrid Local Pre-training
  20 May 2024 0 repositories listed
• Securing Health Data on the Blockchain: A Differential Privacy and Federated Learning Framework
  19 May 2024 0 repositories listed
• Cyclical Weight Consolidation: Towards Solving Catastrophic Forgetting in Serial Federated Learning
  17 May 2024 0 repositories listed
• Federated Learning With Energy Harvesting Devices: An MDP Framework
  17 May 2024 0 repositories listed
• The Future of Large Language Model Pre-training is Federated
  17 May 2024 0 repositories listed
• Advances in Robust Federated Learning: Heterogeneity Considerations
  16 May 2024 0 repositories listed
• Asynchronous Federated Stochastic Optimization for Heterogeneous Objectives Under Arbitrary Delays
  16 May 2024 0 repositories listed
• Balancing Similarity and Complementarity for Federated Learning
  16 May 2024 0 repositories listed
• Dealing Doubt: Unveiling Threat Models in Gradient Inversion Attacks under Federated Learning, A Survey and Taxonomy
  16 May 2024 0 repositories listed
• The Effect of Quantization in Federated Learning: A Rényi Differential Privacy Perspective
  16 May 2024 0 repositories listed
• Dual-Segment Clustering Strategy for Hierarchical Federated Learning in Heterogeneous Wireless Environments
  15 May 2024 0 repositories listed
• Real-World Federated Learning in Radiology: Hurdles to overcome and Benefits to gain
  15 May 2024 0 repositories listed
• SPD-CFL: Stepwise Parameter Dropout for Efficient Continual Federated Learning
  15 May 2024 0 repositories listed
• Unmasking Efficiency: Learning Salient Sparse Models in Non-IID Federated Learning
  15 May 2024 0 repositories listed
• Byzantine-Resilient Secure Aggregation for Federated Learning Without Privacy Compromises
  14 May 2024 0 repositories listed
• Differentially Private Federated Learning: A Systematic Review
  14 May 2024 0 repositories listed
• Federated Hierarchical Tensor Networks: a Collaborative Learning Quantum AI-Driven Framework for Healthcare
  13 May 2024 0 repositories listed
• Mitigating federated learning contribution allocation instability through randomized aggregation
  13 May 2024 0 repositories listed
• Stable Diffusion-based Data Augmentation for Federated Learning with Non-IID Data
  13 May 2024 0 repositories listed
• Structured Reinforcement Learning for Incentivized Stochastic Covert Optimization
  13 May 2024 0 repositories listed
• Towards Energy-Aware Federated Learning via MARL: A Dual-Selection Approach for Model and Client
  13 May 2024 0 repositories listed
• CRSFL: Cluster-based Resource-aware Split Federated Learning for Continuous Authentication
  12 May 2024 0 repositories listed
• Navigating the Future of Federated Recommendation Systems with Foundation Models
  12 May 2024 0 repositories listed
• On-Demand Model and Client Deployment in Federated Learning with Deep Reinforcement Learning
  12 May 2024 0 repositories listed
• Robust Model Aggregation for Heterogeneous Federated Learning: Analysis and Optimizations
  11 May 2024 0 repositories listed
• Concealing Backdoor Model Updates in Federated Learning by Trigger-Optimized Data Poisoning
  10 May 2024 0 repositories listed
• DP-DyLoRA: Fine-Tuning Transformer-Based Models On-Device under Differentially Private Federated Learning using Dynamic Low-Rank Adaptation
  10 May 2024 0 repositories listed
• MH-pFLID: Model Heterogeneous personalized Federated Learning via Injection and Distillation for Medical Data Analysis
  10 May 2024 0 repositories listed
• Multi-level Personalized Federated Learning on Heterogeneous and Long-Tailed Data
  10 May 2024 0 repositories listed
• Open Challenges and Opportunities in Federated Foundation Models Towards Biomedical Healthcare
  10 May 2024 0 repositories listed
• Age Aware Scheduling for Differentially-Private Federated Learning
  9 May 2024 0 repositories listed
• Agent-oriented Joint Decision Support for Data Owners in Auction-based Federated Learning
  9 May 2024 0 repositories listed
• Compressed Bayesian Federated Learning for Reliable Passive Radio Sensing in Industrial IoT
  9 May 2024 0 repositories listed
• Federated Combinatorial Multi-Agent Multi-Armed Bandits
  9 May 2024 0 repositories listed
• SCALA: Split Federated Learning with Concatenated Activations and Logit Adjustments
  8 May 2024 0 repositories listed
• When Foresight Pruning Meets Zeroth-Order Optimization: Efficient Federated Learning for Low-Memory Devices
  8 May 2024 0 repositories listed
• Fast Decentralized Gradient Tracking for Federated Minimax Optimization with Local Updates
  7 May 2024 0 repositories listed
• Federated Learning for Collaborative Inference Systems: The Case of Early Exit Networks
  7 May 2024 0 repositories listed
• FedSC: Provable Federated Self-supervised Learning with Spectral Contrastive Objective over Non-i.i.d. Data
  7 May 2024 0 repositories listed
• IPFed: Identity protected federated learning for user authentication
  7 May 2024 0 repositories listed
• Ranking-based Client Selection with Imitation Learning for Efficient Federated Learning
  7 May 2024 0 repositories listed
• Scalable Vertical Federated Learning via Data Augmentation and Amortized Inference
  7 May 2024 0 repositories listed
• Communication-Efficient Federated Learning with Adaptive Compression under Dynamic Bandwidth
  6 May 2024 0 repositories listed
• Differentially Private Federated Learning without Noise Addition: When is it Possible?
  6 May 2024 0 repositories listed
• Exploring the Efficacy of Federated-Continual Learning Nodes with Attention-Based Classifier for Robust Web Phishing Detection: An Empirical Investigation
  6 May 2024 0 repositories listed
• Federated Learning for Drowsiness Detection in Connected Vehicles
  6 May 2024 0 repositories listed
• The Federation Strikes Back: A Survey of Federated Learning Privacy Attacks, Defenses, Applications, and Policy Landscape
  6 May 2024 0 repositories listed
• GI-SMN: Gradient Inversion Attack against Federated Learning without Prior Knowledge
  6 May 2024 0 repositories listed
• Interpretable Data Fusion for Distributed Learning: A Representative Approach via Gradient Matching
  6 May 2024 0 repositories listed
• Snake Learning: A Communication- and Computation-Efficient Distributed Learning Framework for 6G
  6 May 2024 0 repositories listed
• LIFL: A Lightweight, Event-driven Serverless Platform for Federated Learning
  5 May 2024 0 repositories listed
• FedProK: Trustworthy Federated Class-Incremental Learning via Prototypical Feature Knowledge Transfer
  4 May 2024 0 repositories listed
• Understanding Server-Assisted Federated Learning in the Presence of Incomplete Client Participation
  4 May 2024 0 repositories listed
• A Federated Learning Benchmark on Tabular Data: Comparing Tree-Based Models and Neural Networks
  3 May 2024 0 repositories listed
• An Information Theoretic Perspective on Conformal Prediction
  3 May 2024 0 repositories listed Syntology 1 ran (of which 0 constructed an object rather than computing a result; 0 with no instrument failure: 0 honoured, 0 violated, 0 with no contract checked; 1 where Syntology's instrument failed) · 0 unverified (of 1 harvested sample) · 1 pointer-only (licence)
• Federated Learning for Tabular Data using TabNet: A Vehicular Use-Case
  3 May 2024 0 repositories listed
• Histogram-Based Federated XGBoost using Minimal Variance Sampling for Federated Tabular Data
  3 May 2024 0 repositories listed
• Holistic Evaluation Metrics: Use Case Sensitive Evaluation Metrics for Federated Learning
  3 May 2024 0 repositories listed
• Towards Fairness in Provably Communication-Efficient Federated Recommender Systems
  3 May 2024 0 repositories listed
• Gradient-Congruity Guided Federated Sparse Training
  2 May 2024 0 repositories listed
• Navigating Heterogeneity and Privacy in One-Shot Federated Learning with Diffusion Models
  2 May 2024 0 repositories listed
• Poisoning Attacks on Federated Learning for Autonomous Driving
  2 May 2024 0 repositories listed
• Privacy-aware Berrut Approximated Coded Computing for Federated Learning
  2 May 2024 0 repositories listed
• Recovering Labels from Local Updates in Federated Learning
  2 May 2024 0 repositories listed
• Robust Decentralized Learning with Local Updates and Gradient Tracking
  2 May 2024 0 repositories listed
• Detection of ransomware attacks using federated learning based on the CNN model
  1 May 2024 0 repositories listed
• Employing Federated Learning for Training Autonomous HVAC Systems
  1 May 2024 0 repositories listed
• Enhancing Mutual Trustworthiness in Federated Learning for Data-Rich Smart Cities
  1 May 2024 0 repositories listed
• FMLFS: A Federated Multi-Label Feature Selection Based on Information Theory in IoT Environment
  1 May 2024 0 repositories listed
• PackVFL: Efficient HE Packing for Vertical Federated Learning
  1 May 2024 0 repositories listed
• Quantum Federated Learning Experiments in the Cloud with Data Encoding
  1 May 2024 0 repositories listed
• Swarm Learning: A Survey of Concepts, Applications, and Trends
  1 May 2024 0 repositories listed
• Trust Driven On-Demand Scheme for Client Deployment in Federated Learning
  1 May 2024 0 repositories listed
• WHALE-FL: Wireless and Heterogeneity Aware Latency Efficient Federated Learning over Mobile Devices via Adaptive Subnetwork Scheduling
  1 May 2024 0 repositories listed
• Fairness Without Demographics in Human-Centered Federated Learning
  30 Apr 2024 0 repositories listed
• Federated Graph Learning for EV Charging Demand Forecasting with Personalization Against Cyberattacks
  30 Apr 2024 0 repositories listed
• Let's Focus: Focused Backdoor Attack against Federated Transfer Learning
  30 Apr 2024 0 repositories listed
• An Aggregation-Free Federated Learning for Tackling Data Heterogeneity
  29 Apr 2024 0 repositories listed
• Bridging Data Barriers among Participants: Assessing the Potential of Geoenergy through Federated Learning
  29 Apr 2024 0 repositories listed
• FeDeRA:Efficient Fine-tuning of Language Models in Federated Learning Leveraging Weight Decomposition
  29 Apr 2024 0 repositories listed
• On the Impact of Data Heterogeneity in Federated Learning Environments with Application to Healthcare Networks
  29 Apr 2024 0 repositories listed
• Joint Energy and Latency Optimization in Federated Learning over Cell-Free Massive MIMO Networks
  28 Apr 2024 0 repositories listed
• Energy-Efficient Federated Learning in Cooperative Communication within Factory Subnetworks
  27 Apr 2024 0 repositories listed
• FedCRL: Personalized Federated Learning with Contrastive Shared Representations for Label Heterogeneity in Non-IID Data
  27 Apr 2024 0 repositories listed
• Personalized Federated Learning via Sequential Layer Expansion in Representation Learning
  27 Apr 2024 0 repositories listed
• Privacy-Preserving Aggregation for Decentralized Learning with Byzantine-Robustness
  27 Apr 2024 0 repositories listed
• TabVFL: Improving Latent Representation in Vertical Federated Learning
  27 Apr 2024 0 repositories listed
• Federated Learning for Blind Image Super-Resolution
  26 Apr 2024 0 repositories listed
• On the Federated Learning Framework for Cooperative Perception
  26 Apr 2024 0 repositories listed
• Differentially Private Federated Learning: Servers Trustworthiness, Estimation, and Statistical Inference
  25 Apr 2024 0 repositories listed
• Blind Federated Learning without initial model
  24 Apr 2024 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.