6 citations · 9 across the 14 of their papers we have counts for
Showing 2024Show all
2 papers · 1 filter
cs.CV2024★ 1 cited
Data-Free Federated Class Incremental Learning with Diffusion-Based Generative Memory
Naibo Wang, Yuchen Deng, Wenjie Feng +2
Federated Class Incremental Learning (FCIL) is a critical yet largely underexplored issue that deals with the dynamic incorporation of new classes within federated learning (FL). E…
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…