federated learning

PRISM: Privacy-Preserving Improved Stochastic Masking for Federated Generative Models ICLR 2025 Privacy-Preserving Federated Convex Optimization: Balancing Partial-Participation and Efficiency via Noise Cancellation ICML 2025 Privacy-Preserving Federated Learning for Hate Speech Detection NAACL 2025 Privacy-Preserving Personalized Federated Prompt Learning for Multimodal Large Language Models ICLR 2025 Private Federated Learning using Preference-Optimized Synthetic Data ICML 2025 Private Model Personalization Revisited ICML 2025 Problem-Parameter-Free Federated Learning ICLR 2025 Progressive Distribution Matching for Federated Semi-Supervised Learning AAAI 2025 Query-based Knowledge Transfer for Heterogeneous Learning Environments ICLR 2025 Regularized Federated Learning for Privacy-Preserving Dysarthric and Elderly Speech Recognition Interspeech 2025 Reinforcement Active Client Selection for Federated Heterogeneous Graph Learning AAAI 2025 Reputation-aware Revenue Allocation for Auction-based Federated Learning AAAI 2025 Rethinking Byzantine Robustness in Federated Recommendation from Sparse Aggregation Perspective AAAI 2025 Rethinking Federated Graph Learning: A Data Condensation Perspective IJCAI 2025 Rethinking the Starting Point: Collaborative Pre-Training for Federated Downstream Tasks AAAI 2025 Revisiting LocalSGD and SCAFFOLD: Improved Rates and Missing Analysis AISTATS 2025 SADBA: Self-Adaptive Distributed Backdoor Attack Against Federated Learning AAAI 2025 Scalable and Trustworthy Learning in Heterogeneous Networks AAAI 2025 Scalable Decentralized Learning with Teleportation ICLR 2025 Scalable Federated One-Step Multi-View Clustering with Tensorized Regularization AAAI 2025 Scaling Probabilistic Circuits via Data Partitioning UAI 2025 SecEmb: Sparsity-Aware Secure Federated Learning of On-Device Recommender System with Large Embedding ICML 2025 Secure On-Device Video OOD Detection Without Backpropagation ICCV 2025 Selective Aggregation for Low-Rank Adaptation in Federated Learning ICLR 2025 SemiDFL: A Semi-Supervised Paradigm for Decentralized Federated Learning AAAI 2025