Ziwei Zhang

Deep Learning on Graphs: A Survey

Ziwei Zhang, Peng Cui, Wenwu Zhu · IEEE Transactions on Knowledge and Data Engineering · 2020 · 1.4K citations

Geometric Learning, Graph Neural Network, Engineering +10

Asymmetric Transitivity Preserving Graph Embedding

Mingdong Ou, Peng Cui, Jian Pei et al. · 2016 · 1.3K citations

Directed Graph, Network Science, Graph Theory +15

Robust Graph Convolutional Networks Against Adversarial Attacks

Dingyuan Zhu, Ziwei Zhang, Peng Cui et al. · 2019 · 421 citations

Convolutional Neural Network, Graph Neural Network, Network Science +13

Arbitrary-Order Proximity Preserved Network Embedding

Ziwei Zhang, Peng Cui, Xiao Wang et al. · 2018 · 209 citations

Graph Sparsity, Engineering, Machine Learning +19

Deep Learning on Graphs: A Survey

Ziwei Zhang, Peng Cui, Wenwu Zhu · arXiv (Cornell University) · 2018 · 168 citations · Full text

Geometric Learning, Graph Neural Network, Engineering +10