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Protein Function Prediction

2 papers with code · Medical

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Greatest papers with code

Graph Embedding on Biomedical Networks: Methods, Applications, and Evaluations

12 Jun 2019xiangyue9607/BioNEV

Our experimental results demonstrate that the recent graph embedding methods achieve promising results and deserve more attention in the future biomedical graph analysis.

GRAPH EMBEDDING LINK PREDICTION NODE CLASSIFICATION PROTEIN FUNCTION PREDICTION

Strategies for Pre-training Graph Neural Networks

ICLR 2020 snap-stanford/pretrain-gnns

Many applications of machine learning require a model to make accurate pre-dictions on test examples that are distributionally different from training ones, while task-specific labels are scarce during training.

GRAPH CLASSIFICATION MOLECULAR PROPERTY PREDICTION PROTEIN FUNCTION PREDICTION REPRESENTATION LEARNING