federated learning

Conformal Prediction for Federated Graph Neural Networks with Missing Neighbor Information UAI 2025 ConFREE: Conflict-free Client Update Aggregation for Personalized Federated Learning AAAI 2025 Connecting Federated ADMM to Bayes ICLR 2025 Controlling Participation in Federated Learning with Feedback L4DC 2025 Convergence Analysis of Federated Learning Methods Using Backward Error Analysis AAAI 2025 Cooperative Pseudo Labeling for Unsupervised Federated Classification ICCV 2025 Creating Coherence in Federated Non-Negative Matrix Factorization AAAI 2025 Cross-Silo Feature Space Alignment for Federated Learning on Clients with Imbalanced Data AAAI 2025 Cutting Through Privacy: A Hyperplane-Based Data Reconstruction Attack in Federated Learning UAI 2025 DaringFed: A Dynamic Bayesian Persuasion Pricing for Online Federated Learning Under Two-sided Incomplete Information IJCAI 2025 Data-Free Black-Box Federated Learning via Zeroth-Order Gradient Estimation AAAI 2025 Data Poisoning Attack Defense and Evolutionary Domain Adaptation for Federated Medical Image Segmentation IJCAI 2025 DCHM: Dynamic Collaboration of Heterogeneous Models Through Isomerism Learning in a Blockchain-Powered Federated Learning Framework AAAI 2025 Debiasing Federated Learning with Correlated Client Participation ICLR 2025 Decentralized Diffusion Models CVPR 2025 Decentralized Federated Learning with Model Caching on Mobile Agents AAAI 2025 Decentralized Low-Rank Fine-Tuning of Large Language Models ACL 2025 Decoupled Subgraph Federated Learning ICLR 2025 Defending Against Sophisticated Poisoning Attacks with RL-based Aggregation in Federated Learning AAAI 2025 DEPT: Decoupled Embeddings for Pre-training Language Models ICLR 2025 Detecting Backdoor Attacks in Federated Learning via Direction Alignment Inspection CVPR 2025 dFLMoE: Decentralized Federated Learning via Mixture of Experts for Medical Data Analysis CVPR 2025 DICE: Data Influence Cascade in Decentralized Learning ICLR 2025 Differentially Private Federated k-Means Clustering with Server-Side Data ICML 2025 Differentially Private Federated Learning with Time-Adaptive Privacy Spending ICLR 2025