59 citations · 180 across the 28 of their papers we have counts for
Showing 2020Show all
3 papers · 1 filter
cs.LG2020★ 9 cited
A Survey on Curriculum Learning
Xin Wang, Yudong Chen, Wenwu Zhu
Curriculum learning (CL) is a training strategy that trains a machine learning model from easier data to harder data, which imitates the meaningful learning order in human curricul…
cs.LG2020★ 1 cited
Eigen-GNN: A Graph Structure Preserving Plug-in for GNNs
Ziwei Zhang, Peng Cui, Jian Pei +2
Graph Neural Networks (GNNs) are emerging machine learning models on graphs. Although sufficiently deep GNNs are shown theoretically capable of fully preserving graph structures, m…
cs.LG2020★ 16 cited
Deep Learning for Learning Graph Representations
Wenwu Zhu, Xin Wang, Peng Cui
Mining graph data has become a popular research topic in computer science and has been widely studied in both academia and industry given the increasing amount of network data in t…