Keyulu Xu

Representation Learning on Graphs with Jumping Knowledge Networks

Keyulu Xu, Chengtao Li, Yonglong Tian et al. · arXiv (Cornell University) · 2018 · 726 citations · Full text

Graph Representation Learning, Machine Learning, Engineering +17

How Powerful are Graph Neural Networks?

Keyulu Xu, Weihua Hu, Jure Leskovec et al. · arXiv (Cornell University) · 2018 · 386 citations · Full text

Geometric Learning, Graph Neural Networks, Network Science +15

Representation Learning on Graphs with Jumping Knowledge Networks

Keyulu Xu, Chengtao Li, Yonglong Tian et al. · International Conference on Machine Learning · 2018 · 374 citations

Graph Representation Learning, Machine Learning, Engineering +18

How Neural Networks Extrapolate: From Feedforward to Graph Neural Networks

Keyulu Xu, Mozhi Zhang, Jingling Li et al. · arXiv (Cornell University) · 2020 · 107 citations · Full text

Artificial Intelligence, Geometric Learning, Graph Neural Networks +15

Graph Neural Tangent Kernel: Fusing Graph Neural Networks with Graph Kernels

Simon S. Du, Kangcheng Hou, Russ R. Salakhutdinov et al. · arXiv (Cornell University) · 2019 · 88 citations · Full text

Geometric Learning, Graph Neural Networks, Engineering +14