3 papers
cs.LG2024
SFPrompt: Communication-Efficient Split Federated Fine-Tuning for Large Pre-Trained Models over Resource-Limited Devices
Linxiao Cao, Yifei Zhu, Wei Gong
Large pre-trained models have exhibited remarkable achievements across various domains. The substantial training costs associated with these models have led to wide studies of fine…
cs.DC2024
Federated Analytics-Empowered Frequent Pattern Mining for Decentralized Web 3.0 Applications
Zibo Wang, Yifei Zhu, Dan Wang +1
The emerging Web 3.0 paradigm aims to decentralize existing web services, enabling desirable properties such as transparency, incentives, and privacy preservation. However, current…
cs.DC2023
Comverse: A Federative-by-Design Platform for Community Computing
Silvery Fu, Dylan Reimer, Siyuan Dong +2
Communities, ranging from homes to cities, are a ubiquitous part of our lives. However, there is a lack of adequate support for applications built around these communities. As a re…