most citedData-Free Federated Class Incremental Learning with Diffusion-Based Generative Memory

1 citations · 1 across the 3 of their papers we have counts for

collaborators
Showing cs.LGShow all

2 papers · 1 filter

cs.LG2025

Multi-Modal One-Shot Federated Ensemble Learning for Medical Data with Vision Large Language Model

Naibo Wang, Yuchen Deng, Shichen Fan +2

Federated learning (FL) has attracted considerable interest in the medical domain due to its capacity to facilitate collaborative model training while maintaining data privacy. How…

cs.LG2024

One-Shot Sequential Federated Learning for Non-IID Data by Enhancing Local Model Diversity

Naibo Wang, Yuchen Deng, Wenjie Feng +3

Traditional federated learning mainly focuses on parallel settings (PFL), which can suffer significant communication and computation costs. In contrast, one-shot and sequential fed…