59 citations · 76 across the 3 of their papers we have counts for
3 papers
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…
cs.MM2019★ 59 cited
Multi-modal Deep Analysis for Multimedia
Wenwu Zhu, Xin Wang, Hongzhi Li
With the rapid development of Internet and multimedia services in the past decade, a huge amount of user-generated and service provider-generated multimedia data become available.…