node-classification

leaderboard pytorch link-prediction graph-embedding graph-classification node-classification graph-neural-networks pytorch-geometric gnn-model

deep-learning neural-network clustering community-detection pytorch deepwalk louvain metis graph-convolutional-networks gcn graph-clustering node2vec node-classification graphsage graph-neural-networks graph2vec diff2vec gemsec musae graph-convolution

data-science benchmark machine-learning community-detection network-science deepwalk dataset dimensionality-reduction network-analysis network-embedding link-prediction gcn node2vec graph-embedding node-classification graph2vec node-embedding graph-convolution gnn graph-neural-network

machine-learning deep-learning neural-network pytorch deepwalk transformer network-embedding gcn node2vec graph-embedding node-classification graphsage graph-neural-networks graph-convolution graph-attention signed-network sgcn pytorch-geometric gpt2 gpt3

deep-learning semi-supervised-learning autoencoders link-prediction graph-representation node-classification

deep-learning tensorflow machine-learning-algorithms pytorch deepwalk deep-learning-algorithms network-embedding active-learning graph-convolutional-networks gcn node2vec graph-embedding graph-classification active-learning-module node-classification graph-neural-networks graph-representation-learning graph-convolution gnn graph-neural-network

gae deepwalk matrix-factorization network-embedding link-prediction node2vec graph-embedding node-classification graph-embedding-methods struc2vec sdne graph-embeddings-evaluation biomedical-networks line-embedding graph-factorization biomedical-graphs

semi-supervised-learning geometric-deep-learning node-classification graph-neural-networks

machine-learning deep-learning word2vec deepwalk dimensionality-reduction gensim edge-prediction multiscale graph-mining embedding node2vec word-embedding graph-embedding node-classification graph-neural-networks node-embedding walklet graphlet dont-walk-skip graph-convolution

machine-learning deep-learning tensorflow pytorch deepwalk matrix-factorization feature-extraction pattern-recognition network-embedding node2vec graph-embedding node-classification node-embedding implicit-factorization tadw attributed-embedding asne graph-convolution graph-neural-network matrix-decomposition

python benchmark data-mining library graph-algorithms graphs evaluation research-tool networks representation-learning benchmark-framework graph-api network-embedding link-prediction multilabel-classification graph-embedding node-classification network-reconstruction graph-representation-learning sign-prediction

representation-learning robustness information-bottleneck node-classification graph-neural-networks

data-science deep-learning cheminformatics network-science pytorch deepwalk transformer pathfinder molecules multiplex bert message-passing gcn graph-classification node-classification neural-message-passing graph2vec gnn graph-neural-network gpt-3

graphs signac node-classification graph-neural-networks neurips-2020 heterophily

edge-classification network-embedding link-prediction dynamic-graph-algorithm graph-embedding graph-convolutional-network node-classification graph-neural-networks graph-representation-learning dynamic-graphs graph-neural-network dynamic-graph-embedding dynamic-graph-processing temporal-graph-networks graph-embedding-approaches graph-centrality-prediction

text-classification quaternion quaternion-algebra graph-embeddings graph-classification node-classification graph-neural-networks graph-representation-learning node-embeddings hamilton-product

machine-learning data-mining deep-neural-networks deep-learning neural-network graph tensorflow pytorch deepwalk networkx representation-learning network-embedding graph-kernel node2vec graph-embedding graph-classification node-classification graph2vec node-embedding graph-convolution

transformer random-walk graph-embeddings node-classification self-attention graph-neural-networks pytorch-implementation unsupervised-node-embedding node-embeddings inductive-node-embeddings

community-detection diffusion-maps message-passing random-walk link-prediction graph-kernels graph-embedding graph-classification node-classification graph-neural-networks rare-category-detection

network-embedding graph-embedding capsule-network node-classification capsule-neural-networks node-embedding unsupervised-graph-embedding unsupervised-node-embedding graph-neural-network

weisfeiler-lehman multi-task-learning graph-classification node-classification graph-neural-networks feature-hashing

resolution machine-learning deep-learning tensorflow sklearn network-science pytorch deepwalk scipy attention-mechanism network-embedding graph-kernel graph-convolutional-networks gcn graph-clustering node2vec graph-embedding graph-classification node-classification node-embedding

pytorch neural-networks network-embedding signed-networks node-classification sign-prediction

graph-convolutional-networks gnns node-classification graph-neural-networks torch-geometric ogb open-graph-benchmark residual-connections

pytorch bgs graph-convolutional-networks gcn node-classification graph-representation-learning pytorch-implementation gnn rgcn mutag aifb

data-science machine-learning bioinformatics research orbit sklearn network-science motif deepwalk feature-extraction complex-networks centrality clustering-coefficient node2vec graph-classification node-classification node-embedding graphlet graph-enumeration role2vec

link-prediction graph-convolutional-network node-classification graph-neural-network relational-graphs

graphs meta-learning few-shot node-classification

gender-equality graph-convolutional-networks gender-gap gender-inequality machine-learning-bias node-classification

network-visualization random-walk graph-embedding node-classification imbalance-network vertex-reinforced-random-walk