FACT or Fiction: Can Truthful Mechanisms Eliminate Federated Free Riding? May 22, 2024 Federated Learning
Code Code Available 5 F3: Fair and Federated Face Attribute Classification with Heterogeneous Data Sep 6, 2021 Attribute Classification
Code Code Available 5 FedCCRL: Federated Domain Generalization with Cross-Client Representation Learning Oct 15, 2024 Diversity Domain Generalization
Code Code Available 5 Exploring Data Redundancy in Real-world Image Classification through Data Selection Jun 25, 2023 Active Learning Continual Learning
Code Code Available 5 Exploiting Unintended Feature Leakage in Collaborative Learning May 10, 2018 Federated Learning
Code Code Available 5 Exploring Selective Layer Fine-Tuning in Federated Learning Aug 28, 2024 Federated Learning Privacy Preserving
Code Code Available 5 Cross-Silo Heterogeneous Model Federated Multitask Learning Feb 17, 2022 Federated Learning model
Code Code Available 5 Explicit Personalization and Local Training: Double Communication Acceleration in Federated Learning May 22, 2023 Federated Learning
Code Code Available 5 CO-DEFEND: Continuous Decentralized Federated Learning for Secure DoH-Based Threat Detection Apr 2, 2025 Federated Learning Intrusion Detection
Code Code Available 5 Personalized Federated Learning with Multiple Known Clusters Apr 28, 2022 Federated Learning Personalized Federated Learning
Code Code Available 5 Explainable Federated Bayesian Causal Inference and Its Application in Advanced Manufacturing Jan 10, 2025 Causal Inference Explainable artificial intelligence
Code Code Available 5 Personalized Multi-tier Federated Learning Jul 19, 2024 Federated Learning Personalized Federated Learning
Code Code Available 5 Exact Penalty Method for Federated Learning Aug 23, 2022 Federated Learning
Code Code Available 5 Experimenting with Emerging RISC-V Systems for Decentralised Machine Learning Feb 15, 2023 Federated Learning
Code Code Available 5 Approximate Gradient Coding for Privacy-Flexible Federated Learning with Non-IID Data Apr 4, 2024 Federated Learning
Code Code Available 5 Evaluating Federated Kolmogorov-Arnold Networks on Non-IID Data Oct 11, 2024 Federated Learning Kolmogorov-Arnold Networks
Code Code Available 5 Evaluation and Analysis of Different Aggregation and Hyperparameter Selection Methods for Federated Brain Tumor Segmentation Feb 16, 2022 Brain Tumor Segmentation Federated Learning
Code Code Available 5 Experimenting with Normalization Layers in Federated Learning on non-IID scenarios Mar 19, 2023 Federated Learning Privacy Preserving
Code Code Available 5 EPISODE: Episodic Gradient Clipping with Periodic Resampled Corrections for Federated Learning with Heterogeneous Data Feb 14, 2023 Federated Learning
Code Code Available 5 Ensemble Distillation for Robust Model Fusion in Federated Learning Jun 12, 2020 BIG-bench Machine Learning Federated Learning
Code Code Available 5 Equipping Federated Graph Neural Networks with Structure-aware Group Fairness Oct 18, 2023 Fairness Federated Learning
Code Code Available 5 Energy Prediction using Federated Learning Jan 22, 2023 Federated Learning Prediction
Code Code Available 5 Enhanced Security and Privacy via Fragmented Federated Learning Jul 13, 2022 Federated Learning
Code Code Available 5 Adversarially Guided Stateful Defense Against Backdoor Attacks in Federated Deep Learning Oct 15, 2024 Federated Learning
Code Code Available 5 Energy-Efficient Federated Learning for AIoT using Clustering Methods May 14, 2025 Clustering Federated Learning
Code Code Available 5 PPIDSG: A Privacy-Preserving Image Distribution Sharing Scheme with GAN in Federated Learning Dec 16, 2023 Federated Learning Privacy Preserving
Code Code Available 5 Encrypted machine learning of molecular quantum properties Dec 5, 2022 Federated Learning molecular representation
Code Code Available 5 Clustered Federated Learning via Embedding Distributions Jun 9, 2025 Clustering Domain Adaptation
Code Code Available 5 Clustered Federated Learning: Model-Agnostic Distributed Multi-Task Optimization under Privacy Constraints Oct 4, 2019 Clustering Federated Learning
Code Code Available 5 Clustered Federated Learning based on Nonconvex Pairwise Fusion Nov 8, 2022 Federated Learning
Code Code Available 5 Enable the Right to be Forgotten with Federated Client Unlearning in Medical Imaging Jul 2, 2024 Federated Learning
Code Code Available 5 Distributed Sign Momentum with Local Steps for Training Transformers Nov 26, 2024 Federated Learning
Code Code Available 5 Embedding-Based Federated Data Sharing via Differentially Private Conditional VAEs Jul 3, 2025 Federated Learning
Code Code Available 5 Embedding Byzantine Fault Tolerance into Federated Learning via Virtual Data-Driven Consistency Scoring Plugin Nov 15, 2024 Federated Learning image-classification
Code Code Available 5 Privacy Amplification by Decentralization Dec 9, 2020 Federated Learning
Code Code Available 5 Privacy Amplification for Federated Learning via User Sampling and Wireless Aggregation Mar 2, 2021 Federated Learning
Code Code Available 5 Efficient Vertical Federated Learning Method for Ridge Regression of Large-Scale Samples via Least-Squares Solution Oct 26, 2022 Data Integration Federated Learning
Code Code Available 5 Empowering Data Mesh with Federated Learning Mar 26, 2024 Decision Making Federated Learning
Code Code Available 5 End-to-End Verifiable Decentralized Federated Learning Apr 19, 2024 Federated Learning
Code Code Available 5 Estimation of Microphone Clusters in Acoustic Sensor Networks using Unsupervised Federated Learning Feb 5, 2021 Clustering Federated Learning
Code Code Available 5 Privacy Preserved Blood Glucose Level Cross-Prediction: An Asynchronous Decentralized Federated Learning Approach Jun 21, 2024 Federated Learning Privacy Preserving
Code Code Available 5 Privacy-Preserving Classification with Secret Vector Machines Jul 8, 2019 Classification Federated Learning
Code Code Available 5 Privacy-Preserving Data Deduplication for Enhancing Federated Learning of Language Models (Extended Version) Jul 11, 2024 Federated Learning Privacy Preserving
Code Code Available 5 Privacy-Preserving Distributed Learning for Residential Short-Term Load Forecasting Feb 2, 2024 Federated Learning Load Forecasting
Code Code Available 5 FAA-CLIP: Federated Adversarial Adaptation of CLIP Feb 26, 2025 Domain Adaptation Federated Learning
Code Code Available 5 A Potential Game Perspective in Federated Learning Nov 18, 2024 Federated Learning
Code Code Available 5 Efficient Federated Intrusion Detection in 5G ecosystem using optimized BERT-based model Sep 28, 2024 Federated Learning Intrusion Detection
Code Code Available 5 Privacy Risks Analysis and Mitigation in Federated Learning for Medical Images Nov 11, 2023 Federated Learning
Code Code Available 5 CrowdGuard: Federated Backdoor Detection in Federated Learning Oct 14, 2022 Federated Learning Outlier Detection
Code Code Available 5 Efficient and Robust Regularized Federated Recommendation Nov 3, 2024 Federated Learning Recommendation Systems
Code Code Available 5 