26 citations · 75 across the 30 of their papers we have counts for
Showing cs.DCShow all
2 papers · 1 filter
cs.DC2026
When Is Shallow Enough? Adaptive Split Federated Learning with Client-Specific Sufficiency Estimation
Wenhao Yuan, Chenchen Lin, Wentao Hu +4
\textit{Split Federated Learning} (SFL) enables distributed model training by splitting networks between the server and clients. However, under client heterogeneity, the convention…
cs.DC2024★ 26 cited
Towards Edge General Intelligence via Large Language Models: Opportunities and Challenges
Handi Chen, Weipeng Deng, Shuo Yang +5
Edge Intelligence (EI) has been instrumental in delivering real-time, localized services by leveraging the computational capabilities of edge networks. The integration of Large Lan…