A V2X-based Privacy Preserving Federated Measuring and Learning System Jan 24, 2024 Autonomous Vehicles Decision Making
Code Code Available 5 GAS: Generative Activation-Aided Asynchronous Split Federated Learning Sep 2, 2024 Federated Learning
Code Code Available 5 A Hybrid Approach to Privacy-Preserving Federated Learning Dec 7, 2018 BIG-bench Machine Learning Federated Learning
Code Code Available 5 Communication-Efficient Federated Learning via Predictive Coding Aug 2, 2021 Data Compression Federated Learning
Code Code Available 5 Federated Behavioural Planes: Explaining the Evolution of Client Behaviour in Federated Learning May 24, 2024 counterfactual Decision Making
Code Code Available 5 Federated Black-Box Adaptation for Semantic Segmentation Oct 31, 2024 Federated Learning Semantic Segmentation
Code Code Available 5 Federated Classification in Hyperbolic Spaces via Secure Aggregation of Convex Hulls Aug 14, 2023 Federated Learning graph partitioning
Code Code Available 5 FedEntropy: Efficient Device Grouping for Federated Learning Using Maximum Entropy Judgment May 24, 2022 Federated Learning
Code Code Available 5 Federated Active Learning for Target Domain Generalisation Dec 4, 2023 Active Learning Federated Learning
Code Code Available 5 Decentralized Personalized Federated Learning based on a Conditional Sparse-to-Sparser Scheme Apr 24, 2024 Federated Learning Personalized Federated Learning
Code Code Available 5 Fed-ensemble: Improving Generalization through Model Ensembling in Federated Learning Jul 21, 2021 Federated Learning
Code Code Available 5 FedDUAL: A Dual-Strategy with Adaptive Loss and Dynamic Aggregation for Mitigating Data Heterogeneity in Federated Learning Dec 5, 2024 Federated Learning image-classification
Code Code Available 5 FedDWA: Personalized Federated Learning with Dynamic Weight Adjustment May 10, 2023 Federated Learning Personalized Federated Learning
Code Code Available 5 Adaptive Compression in Federated Learning via Side Information Jun 22, 2023 Federated Learning
Code Code Available 5 FedDW: Distilling Weights through Consistency Optimization in Heterogeneous Federated Learning Dec 5, 2024 Federated Learning Knowledge Distillation
Code Code Available 5 GLow -- A Novel, Flower-Based Simulated Gossip Learning Strategy Jan 15, 2025 Federated Learning
Code Code Available 5 Fair Resource Allocation in Federated Learning May 25, 2019 Fairness Federated Learning
Code Code Available 5 FedDebug: Systematic Debugging for Federated Learning Applications Jan 9, 2023 Fault localization Federated Learning
Code Code Available 5 Adaptive Federated Learning with Auto-Tuned Clients Jun 19, 2023 Federated Learning
Code Code Available 5 GQFedWAvg: Optimization-Based Quantized Federated Learning in General Edge Computing Systems Jun 13, 2023 Edge-computing Federated Learning
Code Code Available 5 FedCore: Straggler-Free Federated Learning with Distributed Coresets Jan 31, 2024 Federated Learning
Code Code Available 5 FedCos: A Scene-adaptive Federated Optimization Enhancement for Performance Improvement Apr 7, 2022 Federated Learning
Code Code Available 5 A Whole-Process Certifiably Robust Aggregation Method Against Backdoor Attacks in Federated Learning Jun 30, 2024 Federated Learning
Code Code Available 5 FDA-Opt: Communication-Efficient Federated Fine-Tuning of Language Models May 7, 2025 Federated Learning
Code Code Available 5 FedRC: Tackling Diverse Distribution Shifts Challenge in Federated Learning by Robust Clustering Jan 29, 2023 Clustering Federated Learning
Code Code Available 5 FedDBL: Communication and Data Efficient Federated Deep-Broad Learning for Histopathological Tissue Classification Feb 24, 2023 Federated Learning
Code Code Available 5 FedDiv: Collaborative Noise Filtering for Federated Learning with Noisy Labels Dec 19, 2023 Federated Learning Learning with noisy labels
Code Code Available 5 Federated Continual Learning for Text Classification via Selective Inter-client Transfer Oct 12, 2022 Continual Learning Federated Learning
Code Code Available 5 Federated Over-Air Subspace Tracking from Incomplete and Corrupted Data Feb 28, 2020 Federated Learning
Code Code Available 5 Bidirectional compression in heterogeneous settings for distributed or federated learning with partial participation: tight convergence guarantees Jun 25, 2020 Federated Learning
Code Code Available 5 FedCG: Leverage Conditional GAN for Protecting Privacy and Maintaining Competitive Performance in Federated Learning Nov 16, 2021 Federated Learning Privacy Preserving
Code Code Available 5 Communication-Efficient Federated Linear and Deep Generalized Canonical Correlation Analysis Sep 25, 2021 Distributed Computing Distributed Optimization
Code Code Available 5 A Federated Data-Driven Evolutionary Algorithm for Expensive Multi/Many-objective Optimization Jun 22, 2021 Evolutionary Algorithms Federated Learning
Code Code Available 5 Deep Gradient Compression: Reducing the Communication Bandwidth for Distributed Training Dec 5, 2017 Federated Learning image-classification
Code Code Available 5 ARIA: On the Interaction Between Architectures, Initialization and Aggregation Methods for Federated Visual Classification Nov 24, 2023 Federated Learning image-classification
Code Code Available 5 Continual Adaptation of Vision Transformers for Federated Learning Jun 16, 2023 Federated Learning image-classification
Code Code Available 5 FedCCRL: Federated Domain Generalization with Cross-Client Representation Learning Oct 15, 2024 Diversity Domain Generalization
Code Code Available 5 Federated Causal Discovery From Interventions Nov 7, 2022 Causal Discovery Federated Learning
Code Code Available 5 FedCert: Federated Accuracy Certification Oct 4, 2024 Federated Learning
Code Code Available 5 HFedMS: Heterogeneous Federated Learning with Memorable Data Semantics in Industrial Metaverse Nov 7, 2022 Federated Learning Privacy Preserving
Code Code Available 5 ADEPT: Hierarchical Bayes Approach to Personalized Federated Unsupervised Learning Feb 19, 2024 Dimensionality Reduction Federated Learning
Code Code Available 5 DeepMediX: A Deep Learning-Driven Resource-Efficient Medical Diagnosis Across the Spectrum Jul 1, 2023 Computational Efficiency Diagnostic
Code Code Available 5 Communication-Efficient Design of Learning System for Energy Demand Forecasting of Electrical Vehicles Sep 4, 2023 Demand Forecasting Federated Learning
Code Code Available 5 Deep Models Under the GAN: Information Leakage from Collaborative Deep Learning Feb 24, 2017 Deep Learning Federated Learning
Code Code Available 5 FedCAP: Robust Federated Learning via Customized Aggregation and Personalization Oct 16, 2024 Anomaly Detection Federated Learning
Code Code Available 5 The Cost of Training Machine Learning Models over Distributed Data Sources Sep 15, 2022 Federated Learning
Code Code Available 5 FedBug: A Bottom-Up Gradual Unfreezing Framework for Federated Learning Jul 19, 2023 Federated Learning
Code Code Available 5 FedBrain-Distill: Communication-Efficient Federated Brain Tumor Classification Using Ensemble Knowledge Distillation on Non-IID Data Sep 9, 2024 Brain Tumor Classification Federated Learning
Code Code Available 5 FedCAR: Cross-client Adaptive Re-weighting for Generative Models in Federated Learning Dec 16, 2024 Federated Learning Image Generation
Code Code Available 5 FedBKD: Distilled Federated Learning to Embrace Gerneralization and Personalization on Non-IID Data Jun 25, 2025 Federated Learning Knowledge Distillation
Code Code Available 5 