46 citations · 129 across the 14 of their papers we have counts for
Showing 2020Show all
3 papers · 1 filter
cs.LG2020★ 7 cited
DIFER: Differentiable Automated Feature Engineering
Guanghui Zhu, Zhuoer Xu, Xu Guo +2
Feature engineering, a crucial step of machine learning, aims to extract useful features from raw data to improve data quality. In recent years, great efforts have been devoted to…
cs.DC2020★ 1 cited
Distributed Subgraph Enumeration via Backtracking-based Framework
Zhaokang Wang, Weiwei Hu, Chunfeng Yuan +2
Finding or monitoring subgraph instances that are isomorphic to a given pattern graph in a data graph is a fundamental query operation in many graph analytic applications, such as…
cs.LG2020★ 6 cited
Semi-supervised Embedding Learning for High-dimensional Bayesian Optimization
Jingfan Chen, Guanghui Zhu, Chunfeng Yuan +1
Bayesian optimization is a broadly applied methodology to optimize the expensive black-box function. Despite its success, it still faces the challenge from the high-dimensional sea…