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Change Detection in Graph Streams by Learning Graph Embeddings on Constant-Cu...
The dataset is a stream of attributed graphs, where each graph is a 3-tuple of matrices (A, X, E) representing the topology and attributes of the graph. -
KarateClub
KarateClub is a small and undirected graph consisting of 34 nodes and 156 edges. -
G2P xy: Generative Open-Set Node Classification on Graphs with Proxy Unknowns
Node classification is the task of predicting the labels of unlabeled nodes in a graph. State-of-the-art methods based on graph neural networks achieve excellent performance... -
Hitting Probability Metric
The dataset is a collection of Markov chains and directed graphs, and the authors introduce a new metric on the state space of any ergodic, finite-state, time-homogeneous Markov... -
Arabidopsis Cell Graph Dataset
The dataset is used for learning edge weights for graphs, with applications to cell morphology analysis. -
SGVAE: Sequential Graph Variational Autoencoder
Generative models of graphs are well-known, but many existing models are limited in scalability and expressivity. We present a novel sequential graphical variational autoencoder... -
BlogCatalog
The BlogCatalog dataset is a blog directory that manages bloggers and their blogs. Each unit is a blogger and the features are bag-of-words representations of keywords in... -
Graph Neural Networks
Graph Neural Networks (GNNs) have emerged as powerful tools for learning graph-structured data in various domains. -
Graph Edit Distance
Graph Edit Distance as a quadratic assignment problem. -
Graph Convolutional Neural Networks
Graphs are frequently used in various fields of computer science, since they constitute a universal modeling tool which allows the description of structured data. -
Cora, Citeseer, and PubMed datasets
The dataset used in the paper is a citation network, specifically the Cora, Citeseer, and PubMed datasets. -
Cora and Citeseer datasets
The Cora and Citeseer datasets are used for training machine learning models to classify documents into different categories. -
WikiCS article citation network
The WikiCS article citation network is a dataset consisting of nodes corresponding to CS articles with edges based on hyperlinks and 10 classes representing different branches... -
ogbn-arxiv
The ogbn-arxiv dataset is a citation network dataset, which is a directed graph, denoting the citation network between all Computer Science (CS) arXiv papers extracted from the...
