Qian Chen

Adaptive Configuration for Heterogeneous Participants in Decentralized Federated Learning

Yunming Liao, Yang Xu, Hongli Xu et al. · 2023 · 61 citations

Cluster Computing, Engineering, Machine Learning +13

Authenticating top-k queries in location-based services with confidentiality

Qian Chen, Haibo Hu, Jianliang Xu · Proceedings of the VLDB Endowment · 2013 · 58 citations

Engineering, Information Security, Location-based Service +18

Authenticating Aggregate Queries over Set-Valued Data with Confidentiality

Cheng Xu, Qian Chen, Haibo Hu et al. · IEEE Transactions on Knowledge and Data Engineering · 2017 · 47 citations · Full text

Engineering, Business Intelligence, Information Security +20

Heterogeneity-Aware Federated Learning with Adaptive Client Selection and Gradient Compression

Zhida Jiang, Yang Xu, Hongli Xu et al. · 2023 · 31 citations

FedDual: Pair-Wise Gossip Helps Federated Learning in Large Decentralized Networks

Qian Chen, Zilong Wang, Hongbo Wang et al. · IEEE Transactions on Information Forensics and Security · 2022 · 28 citations

Engineering, Machine Learning, Information Security +17