federated learning

Federated Class-Incremental Learning: A Hybrid Approach Using Latent Exemplars and Data-Free Techniques to Address Local and Global Forgetting ICLR 2025 Federated Communication-Efficient Multi-Objective Optimization AISTATS 2025 Federated-Continual Dynamic Segmentation of Histopathology Guided by Barlow Continuity WACV 2025 Federated Continual Instruction Tuning ICCV 2025 Federated Continuous Category Discovery and Learning ICCV 2025 Federated Data-Efficient Instruction Tuning for Large Language Models ACL 2025 Federated Deconfounding and Debiasing Learning for Out-of-Distribution Generalization IJCAI 2025 Federated Domain Generalization with Data-free On-server Matching Gradient ICLR 2025 Federated Domain Generalization with Decision Insight Matrix IJCAI 2025 Federated Domain Generalization with Domain-specific Soft Prompts Generation ICCV 2025 Federated Few-Shot Class-Incremental Learning ICLR 2025 Federated Foundation Models on Heterogeneous Time Series AAAI 2025 Federated Generalised Variational Inference: A Robust Probabilistic Federated Learning Framework ICML 2025 Federated Granger Causality Learning For Interdependent Clients With State Space Representation ICLR 2025 Federated Graph Anomaly Detection Through Contrastive Learning with Global Negative Pairs AAAI 2025 Federated Graph Condensation with Information Bottleneck Principles AAAI 2025 Federated Graph-Level Clustering Network AAAI 2025 Federated In-Context Learning: Iterative Refinement for Improved Answer Quality ICML 2025 Federated Incremental Named Entity Recognition COLING 2025 Federated Learning at the Forefront of Fairness: A Multifaceted Perspective IJCAI 2025 Federated Learning for Feature Generalization with Convex Constraints ICML 2025 Federated Learning with Domain Shift Eraser CVPR 2025 Federated Learning with Feature Space Separation for Speaker Recognition Interspeech 2025 Federated Learning with Heterogeneous LLMs: Integrating Small Student Client Models with a Large Hungry Model AAAI 2025 Federated Learning with Sample-level Client Drift Mitigation AAAI 2025