64 citations · 74 across the 3 of their papers we have counts for
3 papers
cs.AR2025
FLASH-FHE: A Heterogeneous Architecture for Fully Homomorphic Encryption Acceleration
Junxue Zhang, Xiaodian Cheng, Gang Cao +6
While many hardware accelerators have recently been proposed to address the inefficiency problem of fully homomorphic encryption (FHE) schemes, none of them is able to deliver opti…
cs.CR2022★ 64 cited
SoK: Fully Homomorphic Encryption Accelerators
Junxue Zhang, Xiaodian Cheng, Liu Yang +3
Fully Homomorphic Encryption~(FHE) is a key technology enabling privacy-preserving computing. However, the fundamental challenge of FHE is its inefficiency, due primarily to the un…
cs.LG2021★ 10 cited
HAFLO: GPU-Based Acceleration for Federated Logistic Regression
Xiaodian Cheng, Wanhang Lu, Xinyang Huang +2
In recent years, federated learning (FL) has been widely applied for supporting decentralized collaborative learning scenarios. Among existing FL models, federated logistic regress…