Communication-Efficient Federated Linear and Deep Generalized Canonical Correlation Analysis Sep 25, 2021 Distributed Computing Distributed Optimization
Code Code Available 5 Improving (α, f)-Byzantine Resilience in Federated Learning via layerwise aggregation and cosine distance Mar 27, 2025 Computational Efficiency Federated Learning
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 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 Fed-CO2: Cooperation of Online and Offline Models for Severe Data Heterogeneity in Federated Learning Dec 21, 2023 Domain Generalization Federated Learning
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 Defending Against Diverse Attacks in Federated Learning Through Consensus-Based Bi-Level Optimization Dec 3, 2024 Federated Learning Metaheuristic Optimization
Code Code Available 5 Improving Privacy-Preserving Vertical Federated Learning by Efficient Communication with ADMM Jul 20, 2022 Denoising Federated Learning
Code Code Available 5 FedCert: Federated Accuracy Certification Oct 4, 2024 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 InFL-UX: A Toolkit for Web-Based Interactive Federated Learning Mar 6, 2025 Federated Learning
Code Code Available 5 Defending against Reconstruction Attacks through Differentially Private Federated Learning for Classification of Heterogeneous Chest X-Ray Data May 6, 2022 Binary Classification Federated Learning
Code Code Available 5 Defending Against Sophisticated Poisoning Attacks with RL-based Aggregation in Federated Learning Jun 20, 2024 Federated Learning Model Poisoning
Code Code Available 5 Instance-wise Batch Label Restoration via Gradients in Federated Learning Feb 2, 2023 Federated Learning
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 A Federated Approach to Predicting Emojis in Hindi Tweets Nov 11, 2022 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 FedCore: Straggler-Free Federated Learning with Distributed Coresets Jan 31, 2024 Federated Learning
Code Code Available 5 Adaptive Heterogeneous Client Sampling for Federated Learning over Wireless Networks Apr 22, 2024 Federated Learning
Code Code Available 5 Communication-Efficient and Privacy-Adaptable Mechanism for Federated Learning Jan 21, 2025 Federated Learning
Code Code Available 5 IPLS : A Framework for Decentralized Federated Learning Jan 6, 2021 Federated Learning
Code Code Available 5 Communication Efficient and Privacy-Preserving Federated Learning Based on Evolution Strategies Nov 5, 2023 Federated Learning Privacy Preserving
Code Code Available 5 Is Non-IID Data a Threat in Federated Online Learning to Rank? Apr 20, 2022 Federated Learning Information Retrieval
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 Just a Simple Transformation is Enough for Data Protection in Vertical Federated Learning Dec 16, 2024 Federated Learning Privacy Preserving Deep Learning
Code Code Available 5 FedBM: Stealing Knowledge from Pre-trained Language Models for Heterogeneous Federated Learning Feb 24, 2025 Federated Learning
Code Code Available 5 Knowledge-Injected Federated Learning Aug 16, 2022 Federated Learning
Code Code Available 5 Krum Federated Chain (KFC): Using blockchain to defend against adversarial attacks in Federated Learning Feb 10, 2025 Federated Learning image-classification
Code Code Available 5 FedBug: A Bottom-Up Gradual Unfreezing Framework for Federated Learning Jul 19, 2023 Federated Learning
Code Code Available 5 Communication-Efficient ADMM-based Federated Learning Oct 28, 2021 Federated Learning
Code Code Available 5 Label Leakage in Federated Inertial-based Human Activity Recognition May 27, 2025 Activity Recognition Federated Learning
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 FedAli: Personalized Federated Learning with Aligned Prototypes through Optimal Transport Nov 15, 2024 Activity Recognition Federated Learning
Code Code Available 5 FedAPM: Federated Learning via ADMM with Partial Model Personalization Jun 5, 2025 Federated Learning
Code Code Available 5 FedAH: Aggregated Head for Personalized Federated Learning Dec 2, 2024 Federated Learning Personalized Federated Learning
Code Code Available 5 Communication Compression for Byzantine Robust Learning: New Efficient Algorithms and Improved Rates Oct 15, 2023 Distributed Optimization Federated Learning
Code Code Available 5 Feature Reconstruction Attacks and Countermeasures of DNN training in Vertical Federated Learning Oct 13, 2022 Federated Learning Reconstruction Attack
Code Code Available 5 FedAVO: Improving Communication Efficiency in Federated Learning with African Vultures Optimizer May 2, 2023 Federated Learning
Code Code Available 5 Learning to Backdoor Federated Learning Mar 6, 2023 Backdoor Attack 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 FCA: Taming Long-tailed Federated Medical Image Classification by Classifier Anchoring May 1, 2023 Federated Learning image-classification
Code Code Available 5 FBFL: A Field-Based Coordination Approach for Data Heterogeneity in Federated Learning Feb 12, 2025 Federated Learning
Code Code Available 5 URVFL: Undetectable Data Reconstruction Attack on Vertical Federated Learning Apr 30, 2024 Federated Learning Reconstruction Attack
Code Code Available 5 LightTR: A Lightweight Framework for Federated Trajectory Recovery May 6, 2024 Computational Efficiency Federated Learning
Code Code Available 5 FDAPT: Federated Domain-adaptive Pre-training for Language Models Jul 12, 2023 Computational Efficiency Federated Learning
Code Code Available 5 A Lightweight and Secure Deep Learning Model for Privacy-Preserving Federated Learning in Intelligent Enterprises Mar 3, 2025 Federated Learning Privacy Preserving
Code Code Available 5 LLM-QFL: Distilling Large Language Model for Quantum Federated Learning May 24, 2025 Federated Learning Language Modeling
Code Code Available 5 Fairness and Privacy in Federated Learning and Their Implications in Healthcare Aug 15, 2023 Fairness Federated Learning
Code Code Available 5 FairFML: Fair Federated Machine Learning with a Case Study on Reducing Gender Disparities in Cardiac Arrest Outcome Prediction Oct 7, 2024 Fairness Federated Learning
Code Code Available 5 