Stefanie Jegelka

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

Deep Metric Learning via Facility Location

Hyun Oh Song, Stefanie Jegelka, Vivek Rathod et al. · 2017 · 302 citations

Image Similarity Metrics, Structured Prediction, Geometric Learning +18

Graph neural networks

Gabriele Corso, H. Stärk, Stefanie Jegelka et al. · Nature Reviews Methods Primers · 2024 · 248 citations

Graph Neural Networks, Engineering, Graph Theory +4