39 citations · 173 across the 38 of their papers we have counts for
Showing 2019Show all
2 papers · 1 filter
cs.LG2019★ 9 cited
Graph Representation Learning via Multi-task Knowledge Distillation
Jiaqi Ma, Qiaozhu Mei
Machine learning on graph structured data has attracted much research interest due to its ubiquity in real world data. However, how to efficiently represent graph data in a general…
cs.LG2019★ 39 cited
A Flexible Generative Framework for Graph-based Semi-supervised Learning
Jiaqi Ma, Weijing Tang, Ji Zhu +1
We consider a family of problems that are concerned about making predictions for the majority of unlabeled, graph-structured data samples based on a small proportion of labeled sam…