Fedavg

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3 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 Fine-TuningRobust Federated LearningByzantine-Robust AggregationFederated Learning FrameworkOne-Shot Federated LearningQuantum Federated Learning

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What was published in this topic, kept on the site without email delivery.

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.

87 papers

Latest in Fedavg

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

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

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

    Aug 31, 2026Zihang Liang, Haochen Zhang, Lingzhou XueMulti-Agent Reinforcement LearningOffline Safe Reinforcement Learning

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

    Aug 30, 2026Linxiang Peng, Xinyao Qin, Jinhan Li +2Temporal Action SegmentationOptimal Transport

  4. 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 AnalysisTime Series Foundation Models

  5. FedCGR: Federated Cross-Domain Generative Recommendation

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

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

    Aug 10, 2026Satwat Bashir, Tasos Dagiuklas, Muddesar IqbalLow Earth OrbitRobust Federated Learning

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

    Aug 10, 2026Jaeheon Kim, Hokeun Kim, Bong Jun ChoiFedavgMultimodal Domain Generalization

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

    Aug 10, 2026Radwan Selo, Majid Kundroo, Taehong KimRobust Federated LearningFedavg

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

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

  10. 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

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

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

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

    Aug 6, 2026Mohammad Hosssein Gholamrezazadeh, Ahmadreza MontazerolghaemAhmadreza MontazerolghaemInternet Of ThingIntrusion Detection

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

    Aug 5, 2026Rahil Aftab, Vineet Kumar Rakesh, Soumya Mazumdar +1FedavgFederated Averaging

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

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

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

    Aug 4, 2026Ziwu Liu, Inês Pinto Gouveia, Rehana Yasmin +2Low Earth OrbitWireless Resource Allocation

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

    Aug 4, 2026Shengyang Li, Yiting Dong, Liuyang Song +5Spiking Neural NetworksFederated Learning Framework

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

    Jul 31, 2026Shengkun Zhu, Jinshan Zeng, Zhihua Allen-Zhao +5Federated Fine-TuningFedavg

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

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

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

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

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

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

  21. A Persona-based Rate Action Index

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

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

    Jul 25, 2026Haochen Liang, Jie Zhang, Hideya OchiaiFederated Fine-TuningMissing Modalities

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

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

  24. FedAgentKE: Federated Semantic Knowledge Evolution for Heterogeneous Agents

    Jul 23, 2026Weihao Li, Jun Bai, Ziyang SongHeterogeneous AgentsFedavg

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

    Jul 23, 2026Madan Baduwal, Priyanka PaudelPolyp SegmentationFedavg

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

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

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

    Jul 14, 2026Usman Haider, Karl MasonMulti-Agent Reinforcement LearningSmart Grids

  28. 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 +4Time-Series Anomaly DetectionGraph Anomaly Detection

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

    Jul 9, 2026Lingyu Qiu, Daniela Annunziata, Stefano Izzo +2FedavgFederated Averaging

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

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

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

    Jul 7, 2026Sangwoo Lee, Sunghwan Park, Jaewoo LeeOne-Shot Federated LearningFedavg

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

    Jul 6, 2026Omar Al-Refai, Ibrahim Shahbaz, Adam Ali Husseinat +1Smart GridsProximal Policy Optimization

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

    Jul 5, 2026Harsh Kumar, Tarun Kumar Garg, Vaanathi SundaresanFedavgLearnable Prototypes

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

    Jul 5, 2026Zijian Wang, Pengfei Li, Guangyu Yang +1HeterogeneityFedavg

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

    Jul 4, 2026Shuai Li, Qinglin Wang, Ping Luo +8Federated Fine-TuningFedavg

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

    Jul 3, 2026Andrea De Luna, Susanna Peretti, Chiara Contoli +1FedavgDistributional Learning

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

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

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

    Jun 30, 2026Zekai Chen, Kairui Yang, Xuaner Chen +4Federated Graph LearningMultimodal Graph

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

    Jun 29, 2026Mitchell Hermon, Rahul Gupta, Weitong Ruan +2Large Language Model SafetyPrompt Injection Detection

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

    Jun 26, 2026Thiru Thillai Nadarasar Bahavan, Sachith Seneviratne, Saman HalgamugeLoss FunctionSmoothing

  41. fTNN: a tensor neural network for fractional PDEs

    Jun 25, 2026Qingkui Ma, Hehu Xie, Xiaobo YinSolution OperatorPartial Differential Equations

  42. FedReLa: Imbalanced Federated Learning via Re-Labeling

    Jun 24, 2026Guangzheng Hu, Patricia Menéndez, Feng Liu +3Extreme Class ImbalanceFedavg

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

    Jun 23, 2026Kamil Kwarciak, Marek WodzinskiPoint Clouds3D Latent Diffusion Model

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

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

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

    Jun 21, 2026Shengchao Zhao, Yongchao LiuFedavgVariance Reduction

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

    Jun 17, 2026Samuel Stricker, Claus Wirnsperger, Alessandro Butté +4Bayesian OptimizationMulti-Objective Optimization

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

    Jun 15, 2026Zhuodong Liu, Xiangyu Li, Zhihao ZhangFedavgMachine Unlearning

  48. Federated Learning for Feature Generalization with Convex Constraints

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

  49. Accurate and Resource-Efficient Federated Continual Learning

    Jun 9, 2026Jebacyril Arockiaraj, Dhruv Parikh, Jayashree Adivarahan +2Efficient Continual LearningFedavg

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

    Jun 3, 2026Muhammad Hadi, Muhammad Jahangir, Talha Shafique +1Edge ComputingFedavg

  51. Boosting Multimodal Federated Learning via Chained Modality Optimization

    Jun 1, 2026Zixin Zhang, Fan Qi, Shuai Li +2Federated Fine-TuningFedavg

  52. Fairness-Aware Federated Learning with Trajectory Shapley Value

    May 28, 2026Daniel Kuznetsov, Ziqi WangFairness-Aware LearningFedavg

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

    May 27, 2026Xucong Wang, Pengkun Wang, Zhe Zhao +3Federated Fine-TuningMulti-Label Classification

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

    May 27, 2026Yuting Ma, Lechao Cheng, Xiaohua XuFederated Fine-TuningPre-Trained Vision-Language Models

  55. 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

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

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

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

    May 20, 2026Fan Zhang, Simon Deltadahl, Majid Lotfian Delouee +10FedavgCross Validation

  58. FedCoE: Bridging Generalization and Personalization via Federated Coordinated Dual-level MoEs

    May 20, 2026Penglin Dai, Fulian Li, Xincao Xu +3FedavgMultiple Model Experts

  59. FPED: A Functional-Network Prior-Guided Mixture-of-Experts Framework for Interpretable Brain Decoding

    May 19, 2026Yudan Ren, Pengcheng Shi, Zihan Ma +2Brain ActivityBrain Magnetic Resonance Imaging

  60. FedMental: Evaluating Federated Learning for Mental Health Detection from Social Media Data

    May 18, 2026Nuredin Ali Abdelkadir, Anjali Ratnam, Zeerak Talat +1Privacy-Preserving FrameworkMental Health