Ziqi Liu

Machine learning methods, databases and tools for drug combination prediction

Lianlian Wu, Yuqi Wen, Dongjin Leng et al. · Briefings in Bioinformatics · 2021 · 118 citations · Full text

Fast Differentially Private Matrix Factorization

Ziqi Liu, Yu-Xiang Wang, Alexander J. Smola · 2015 · 89 citations

Bayesian Posterior, Privacy Protection, Engineering +15

Uncovering Insurance Fraud Conspiracy with Network Learning

Liang Chen, Ziqi Liu, Bin Liu et al. · 2019 · 48 citations · Full text

Fraud Detection, Engineering, Machine Learning +18

Vertically Federated Graph Neural Network for Privacy-Preserving Node Classification

Chaochao Chen, Jun Zhou, Longfei Zheng et al. · arXiv (Cornell University) · 2020 · 20 citations · Full text

Privacy Protection, Engineering, Machine Learning +19

Hubble

Chenyi Zhuang, Ziqi Liu, Zhiqiang Zhang et al. · 2020 · 16 citations

Ie Convert, Engineering, Machine Learning +17