2 citations · 3 across the 3 of their papers we have counts for
4 papers
Adaptive Configuration for Heterogeneous Participants in Decentralized Federated Learning
Yunming Liao, Yang Xu, Hongli Xu +2
Data generated at the network edge can be processed locally by leveraging the paradigm of edge computing (EC). Aided by EC, decentralized federated learning (DFL), which overcomes…
Aggregating Votes with Local Differential Privacy: Usefulness, Soundness vs. Indistinguishability
Shaowei Wang, Jiachun Du, Wei Yang +5
Voting plays a central role in bringing crowd wisdom to collective decision making, meanwhile data privacy has been a common ethical/legal issue in eliciting preferences from indiv…
Personalized Classifier Ensemble Pruning Framework for Mobile Crowdsourcing
Shaowei Wang, Liusheng Huang, Pengzhan Wang +2
Ensemble learning has been widely employed by mobile applications, ranging from environmental sensing to activity recognitions. One of the fundamental issue in ensemble learning is…
Truthful Auction Mechanism for Heterogeneous Spectrum Allocation in Wireless Networks
He Huang, Yu-e Sun, Xiang-yang Li +3
Secondary spectrum auction is widely applied in wireless networks for mitigating the spectrum scarcity. In a realistic spectrum trading market, the requests from secondary users of…