Huanran Xue

Publication Activity (10 Years)

Years Active: 2019-2024
Publications (10 Years): 7

Top Topics

Genetic Local Search

Feedforward Neural Networks

Top Venues

SIGMOD Conference

Proc. VLDB Endow.

Publications

Fangcheng Fu, Xuanyu Wang, Jiawei Jiang, Huanran Xue, Bui Cui
ProjPert: Projection-Based Perturbation for Label Protection in Split Learning Based Vertical Federated Learning. IEEE Trans. Knowl. Data Eng. 36 (7) (2024)
Fangcheng Fu, Xupeng Miao, Jiawei Jiang, Huanran Xue, Bin Cui
Towards Communication-efficient Vertical Federated Learning Training via Cache-enabled Local Updates. CoRR (2022)
Fangcheng Fu, Huanran Xue, Yong Cheng, Yangyu Tao, Bin Cui
BlindFL: Vertical Federated Machine Learning without Peeking into Your Data. CoRR (2022)
Fangcheng Fu, Xupeng Miao, Jiawei Jiang, Huanran Xue, Bin Cui
Towards Communication-efficient Vertical Federated Learning Training via Cache-enabled Local Update. Proc. VLDB Endow. 15 (10) (2022)
Fangcheng Fu, Huanran Xue, Yong Cheng, Yangyu Tao, Bin Cui
BlindFL: Vertical Federated Machine Learning without Peeking into Your Data. SIGMOD Conference (2022)
Fangcheng Fu, Yingxia Shao, Lele Yu, Jiawei Jiang, Huanran Xue, Yangyu Tao, Bin Cui
Boost: Very Fast Vertical Federated Gradient Boosting for Cross-Enterprise Learning. SIGMOD Conference (2021)
Huanran Xue, Jiawei Jiang, Yingxia Shao, Bin Cui
FeatureBand: A Feature Selection Method by Combining Early Stopping and Genetic Local Search. APWeb/WAIM (2) (2019)