Fedavg

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5 papers in the last 28 days · 0.1% of indexed attention

Twelve weeks of publication activity for this topic as it is defined today.

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Federated LearningHeterogeneityHeterogeneous Federated LearningFederated Reinforcement Learning

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Period ending 2026-09-21

2 new papers

A weekly snapshot of new work published in Fedavg.

Period ending 2026-09-14

1 new paper

A weekly snapshot of new work published in Fedavg.

Period ending 2026-09-07

1 new paper

A weekly snapshot of new work published in Fedavg.

89 papers

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  1. FedPGT: Progressive Gradient Transmission for Vehicular Federated Learning over Time-Varying Channels

    Sep 16, 2026Jintao Yan, Tan Chen, Yuxuan Sun +2Federated LearningFedavg

  2. FedLTLib: A Comprehensive Benchmark for Federated Long-Tail Learning

    Sep 14, 2026Changkun Lin, Junxiao WangFederated LearningFedavg

  3. HybridFLow: SDN-Orchestrated Client Partitioning for Hybrid Federated Learning

    Sep 9, 2026Osama Abu Hamdan, Rabin Pandey, Hao Che +2Federated LearningFedavg

  4. Provably Efficient Federated Reinforcement Learning with Linear Function Approximation and Logarithmic Communication Cost

    Aug 31, 2026Zihang Liang, Haochen Zhang, Lingzhou XueFederated Reinforcement LearningMulti-Agent Reinforcement Learning

  5. FIS-OT: Feature-Induced Optimal Transport for Unsupervised Action Segmentation

    Aug 30, 2026Linxiang Peng, Xinyao Qin, Jinhan Li +2Temporal Action SegmentationFeature Pyramid Networks

  6. LabelFusion-TS: Fusing Large Language Models, Transformer Encoders, and Financial Time Series for Monetary-Policy Stance Classification

    Aug 12, 2026Michael Schlee, Fabian Lukassen, Christoph WeisserFinancial Sentiment AnalysisModernbert

  7. FedCGR: Federated Cross-Domain Generative Recommendation

    Aug 11, 2026Zhuodong Liu, Hugen Lv, Xiangyu Li +2Collaborative FilteringFedavg

  8. FedOrbit: Adaptive Personalized Federated Learning for Non-IID LEO Satellite Constellations

    Aug 10, 2026Satwat Bashir, Tasos Dagiuklas, Muddesar IqbalFederated LearningSatellite

  9. Label Granularity Skew in Federated Learning with Hierarchical Image Classification

    Aug 10, 2026Jaeheon Kim, Hokeun Kim, Bong Jun ChoiHeterogeneous Federated LearningFederated Learning

  10. FedTVD: Balancing Data Quality and Quantity for Robust Federated Learning

    Aug 10, 2026Radwan Selo, Majid Kundroo, Taehong KimFederated LearningFedavg

  11. FedA2L: Adaptive layer-wise learning rate adjustment in decentralized federated learning

    Aug 10, 2026Van Truong Vo, Khoa Nguyen, Taehong KimFedavgLearning Rates

  12. Private Anytime Selective-Risk Certification for Federated Retrieval-Augmented Generation: Guarantees and Empirical Limits

    Aug 8, 2026Sanjeda Akter, Ibne Farabi Shihab, Anuj SharmaFinite-Sample CertificatesFedavg

  13. FedVAR: Prototype-Aligned Federated Framework for Video Anomaly Recognition

    Aug 7, 2026Ghani Haider, Majid Kundroo, Boyun Eom +3Video Anomaly UnderstandingFederated Learning

  14. FedTransKD-IDS: Robust Federated Transfer Learning with Knowledge Distillation for Intrusion Detection in IoT

    Aug 6, 2026Mohammad Hosssein Gholamrezazadeh, Ahmadreza MontazerolghaemAhmadreza MontazerolghaemFederated LearningInternet Of Thing

  15. DG-FedReuse: Proxy-Gradient-Gated Cached-Update Reuse with Matched Sparse Uplink Accounting

    Aug 5, 2026Rahil Aftab, Vineet Kumar Rakesh, Soumya Mazumdar +1Federated LearningFedavg

  16. FedCARE: A Multi-Objective Personalised Federated Learning Framework for Smart Healthcare

    Aug 4, 2026Rojalini Tripathy, Padmalochan Bera, Shreya Ghosh +1Federated LearningFedavg

  17. FedRings: A Scalable and Topology-Aware Federated Learning Framework for LEO Satellite Constellations

    Aug 4, 2026Ziwu Liu, Inês Pinto Gouveia, Rehana Yasmin +2Federated LearningSatellite

  18. AS-FedBridge: Pseudo-Spike Bridge Distillation for Heterogeneous ANN-SNN Federated Learning

    Aug 4, 2026Shengyang Li, Yiting Dong, Liuyang Song +5Spiking Neural NetworksHeterogeneous Federated Learning

  19. Federated Foundation Models Fine-Tuning with Heterogeneous Compressed Clients

    Jul 31, 2026Shengkun Zhu, Jinshan Zeng, Zhihua Allen-Zhao +5FedavgWireless Foundation Models

  20. FedOGL: Combating Catastrophic Forgetting in Federated Open-World Multimodal Graph Learning

    Jul 30, 2026Zekai Chen, Haodong Lu, Shihao Li +5Federated Graph LearningCatastrophic Forgetting

  21. Learning Color Grading, No Photo Sharing: Federated Aesthetic Preference Learning for Personalized Image Enhancement

    Jul 30, 2026Chuanzhi Xu, Ziyuan Tao, Jean Julien KNell +5Image ProcessingFedavg

  22. Defending Against Backdoor Attacks via Alignment Checking in Model-Contrastive Federated Learning

    Jul 29, 2026Hongliang Zhang, Zhongyuan Yu, Guijuan Wang +4Federated LearningModel-Agnostic Defense

  23. A Persona-based Rate Action Index

    Jul 29, 2026Hayden Helm, Andrew DassoriPersonaOnline Shoppers Purchasing Intention

  24. FedTaste: Topology-Aware Structural Transfer for Multimodal Federated Learning with Missing Modalities

    Jul 25, 2026Haochen Liang, Jie Zhang, Hideya OchiaiMissing ModalitiesRobust Multimodal Learning

  25. FSE: Continual Learning for Named Entity Recognition by Fast-Slow Experts

    Jul 24, 2026Yunan Zhang, Yang Fan, Heng Li +2Named-Entity RecognitionEfficient Continual Learning

  26. Climate-resilient electric vehicle charging infrastructure for sustainable cities: An interpretable causal-ensemble framework for preventive maintenance and low-carbon mobility

    Jul 23, 2026Cande Lian, Wentao Zeng, Jiabin Wu +2Electric VehiclesElectricity Price Forecasting

  27. FedAgentKE: Federated Semantic Knowledge Evolution for Heterogeneous Agents

    Jul 23, 2026Weihao Li, Jun Bai, Ziyang SongMulti-Agent EvolutionFedavg

  28. QFedPolyp: A Communication- and Inference-Efficient Federated Learning Framework for Polyp Segmentation

    Jul 23, 2026Madan Baduwal, Priyanka PaudelPolyp SegmentationFederated Learning

  29. FedLSG: LLM-Enhanced Semantic Calibration for Federated Graph Backdoor Defense

    Jul 22, 2026Chenyu Zhou, Yabin Peng, Wei Huang +3Federated Graph LearningBackdoor Attacks

  30. Constraint-Aware Aggregation for Federated Reinforcement Learning in Microgrid Energy Coordination

    Jul 14, 2026Usman Haider, Karl MasonFederated Reinforcement LearningSmart Grids

  31. Federated Low-Rank Koopman Learning for Multivariate Time-Series Anomaly Detection in IoT Systems

    Jul 9, 2026Tung-Anh Nguyen, Van-Phuc Bui, Anh Tuyen Le +4Internet Of ThingFederated Learning

  32. FedOPAL: One-Shot Federated Learning via Analytic Visual Prompt Tuning

    Jul 9, 2026Lingyu Qiu, Daniela Annunziata, Stefano Izzo +2Federated LearningFedavg

  33. FedTR: Federated Learning Framework with Transfer Learning for Industrial Visual Inspection

    Jul 9, 2026Vikash Sathiamoorthy, Shuo Huai, Hao Kong +7Federated LearningTransfer Learning

  34. WHERE to Generate Matters: Budget-Aware Synthetic Augmentation for Label Skewed Federated Learning

    Jul 7, 2026Sangwoo Lee, Sunghwan Park, Jaewoo LeeFederated LearningFedavg

  35. Federated Physics-Grounded Reinforcement Learning for Distributed Stability Control in Smart Grids

    Jul 6, 2026Omar Al-Refai, Ibrahim Shahbaz, Adam Ali Husseinat +1Smart GridsFederated Reinforcement Learning

  36. FedProIn: Mitigating Client Drift for Learnable Prototypes in Federated Medical Imaging

    Jul 5, 2026Harsh Kumar, Tarun Kumar Garg, Vaanathi SundaresanFederated LearningFedavg

  37. FedSPM: Routing-Enabled Federated Learning under Dual Heterogeneity via Semiparametric Mixture

    Jul 5, 2026Zijian Wang, Pengfei Li, Guangyu Yang +1Heterogeneous Federated LearningFederated Learning

  38. FedACT: Federated Adaptive Coordinate Trust Modulation for Robust Transformer Training under Data Heterogeneity

    Jul 4, 2026Shuai Li, Qinglin Wang, Ping Luo +8FedavgTransformer Architectures

  39. FedAvg for HAR: Exploring the Tradeoff Between Personalized and Generalization Accuracy

    Jul 3, 2026Andrea De Luna, Susanna Peretti, Chiara Contoli +1Federated LearningFedavg

  40. QFedAgent: Quantum-Enhanced Personalized Federated Learning for Multi-Agent Activity Recognition

    Jul 2, 2026Quoc Bao Phan, Tuy Tan NguyenFederated LearningMulti-Agent Reinforcement Learning

  41. FedLAB: Traceable Semantic Codebooks for Federated Multimodal Graph Foundation Learning

    Jun 30, 2026Zekai Chen, Kairui Yang, Xuaner Chen +4Federated Graph LearningGraph Foundation Model

  42. Security--Fidelity Tradeoffs: The Hidden Cost of Prompt Injection Defense

    Jun 29, 2026Mitchell Hermon, Rahul Gupta, Weitong Ruan +2Indirect Prompt InjectionUntrusted Input

  43. FedLAS: Feature-Modulated Bidirectional Label Smoothing for Neural Network Calibration

    Jun 26, 2026Thiru Thillai Nadarasar Bahavan, Sachith Seneviratne, Saman HalgamugeSmoothingBidirectional Long Short-Term Memory

  44. FedReLa: Imbalanced Federated Learning via Re-Labeling

    Jun 24, 2026Guangzheng Hu, Patricia Menéndez, Feng Liu +3Federated LearningClass Imbalance

  45. MedPCFM: Improving Medical Point Cloud Completion by Integrating Point Transformers and Flow Matching

    Jun 23, 2026Kamil Kwarciak, Marek Wodzinski3D Latent Diffusion ModelGenerative Models

  46. FedOT: Ownership Verification and Leakage Tracing via Watermarks for Federated LDMs

    Jun 22, 2026Wenlong Cheng, Yuan Gan, Yunqiu Xu +1Federated LearningWatermarks

  47. Federated learning with heavy-tailed gradient noise and communication noise: a variance-reduction based algorithm

    Jun 21, 2026Shengchao Zhao, Yongchao LiuFederated LearningFedavg

  48. A Human-in-the-Loop Bayesian Optimization Framework for Constraint-Aware Bioprocess Development

    Jun 17, 2026Samuel Stricker, Claus Wirnsperger, Alessandro Butté +4Bayesian OptimizationPareto Frontier

  49. pFedUL: Layer-Aware Federated Unlearning for Personalized Federated Learning

    Jun 15, 2026Zhuodong Liu, Xiangyu Li, Zhihao ZhangFederated LearningFedavg

  50. Federated Learning for Feature Generalization with Convex Constraints

    Jun 12, 2026Dongwon Kim, Donghee Kim, Sung Kuk Shyn +1Federated LearningFedavg

  51. Accurate and Resource-Efficient Federated Continual Learning

    Jun 9, 2026Jebacyril Arockiaraj, Dhruv Parikh, Jayashree Adivarahan +2Federated LearningEfficient Continual Learning

  52. TITAN-FedAnil+: Trust-Based Adaptive Blockchain Federated Learning for Resource-Constrained Intelligent Enterprises

    Jun 3, 2026Muhammad Hadi, Muhammad Jahangir, Talha Shafique +1Federated LearningHeterogeneous Edge Devices

  53. Boosting Multimodal Federated Learning via Chained Modality Optimization

    Jun 1, 2026Zixin Zhang, Fan Qi, Shuai Li +2FedavgMultimodal Learning

  54. FedMTFI: Feature Importance Based Optimized Multi Teacher Knowledge Distillation in Heterogeneous Federated Learning Environment

    Jun 1, 2026Nazmus Shakib Shadin, Aaron Cummings, Xinyue Zhang +1Heterogeneous Federated LearningFederated Learning

  55. Fairness-Aware Federated Learning with Trajectory Shapley Value

    May 28, 2026Daniel Kuznetsov, Ziqi WangFederated LearningFairness-Aware Learning

  56. FedMPT: Federated Multi-label Prompt Tuning of Vision-Language Models

    May 27, 2026Xucong Wang, Pengkun Wang, Zhe Zhao +3Vision-Language Model AdaptationMulti-Label Classification

  57. Decoupled Training with Local Reinforcement Fine-Tuning in Federated Learning

    May 27, 2026Yuting Ma, Lechao Cheng, Xiaohua XuFederated LearningVision-Language Model Adaptation

  58. FedEHR-Gen: Federated Synthetic Time-Series EHR Generation via Latent Space Alignment and Distribution-Aware Aggregation

    May 27, 2026Jun Bai, Ziyang Song, Yue LiElectronic Health RecordsSynthetic Time Series

  59. Provably Communication-Efficient and Privacy-Preserving Federated Graph Neural Networks

    May 25, 2026Zhishuai Guo, Wenhan Wu, Chen Chen +3Federated Graph LearningGraph Neural Networks

  60. Embedding-Based Federated Learning with Runtime Governance for Iron Deficiency Prediction

    May 20, 2026Fan Zhang, Simon Deltadahl, Majid Lotfian Delouee +10Federated LearningFedavg