HCNA: Hyperbolic Contrastive Learning Framework for Self-Supervised Network Alignment

Collective dynamics of ‘small-world’ networks

Duncan J. Watts, Steven H. Strogatz · Nature · 1998 · 43.2K citations

Engineering, Organization Studies, Sociology +14

A Global Geometric Framework for Nonlinear Dimensionality Reduction

Joshua B. Tenenbaum, Vin de Silva, John Langford · Science · 2000 · 13.7K citations

Computing, Computer Science, Neuroscience +14

node2vec

Aditya Grover, Jure Leskovec · 2016 · 10.9K citations

Computing, Computer Science, Feature Engineering +16

DeepWalk

2014 · 8.5K citations · Full text

Computing, Computer Science, Knowledge Representation +16

Semi-Supervised Classification with Graph Convolutional Networks

Thomas Kipf, Max Welling · arXiv (Cornell University) · 2016 · 8.1K citations · Full text

Computing, Computer Science, Feature Engineering +16