Login / Signup
Evaluating Graph Neural Networks for Link Prediction: Current Pitfalls and New Benchmarking.
Juanhui Li
Harry Shomer
Haitao Mao
Shenglai Zeng
Yao Ma
Neil Shah
Jiliang Tang
Dawei Yin
Published in:
NeurIPS (2023)
Keyphrases
</>
link prediction
random walk
bipartite graph
neural network
graph mining
social network analysis
link formation
network analysis
social networks
graph kernels
complex networks
graph theory
multi relational
network structure
directed graph
topological features
link structure
proximity measures
missing links
entity resolution
collective classification
graph model
community detection
structured data
markov chain
factor graph model
heterogeneous networks
web graph
collaborative filtering
supervised learning
machine learning