zhiqiangzhongddu/SELENE

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Created almost 3 years ago
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zhiqiangzhongddu/SELENE

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[TMLR] Unsupervised Network Embedding Beyond Homophily (https://arxiv.org/abs/2203.10866) Resources

Data-Science-Interview-Questions-and-Answers-General-

Data Science Questions and Answers (General) for beginner

KDD2023_KaGML_DrugDiscovery_Tutorial

Materials for KDD2023 tutorial: Knowledge-augmented Graph Machine Learning for Drug Discovery: from Precision to Interpretability

Awesome-Knowledge-augmented-GML-for-Drug-Discovery

A collection of resources related with Knowledge-augmented Graph Machine Learning for Drug Discovery.

HC-GNN

[DMKD-ECMLPKDD] Hierarchical Message-Passing Graph Neural Networks (https://arxiv.org/abs/2009.03717)

PM-HGNN

[DMKD-ECMLPKDD] Personalised Meta-path Generation for Heterogeneous Graph Neural Networks (https://arxiv.org/abs/2010.13735)

AdamGNN

[TKDE] Multi-grained Semantics-aware Graph Neural Networks (https://arxiv.org/abs/2010.00238)

Jupyter Notebook

TMLR-CLP

[TMLR] Simplifying Node Classification on Heterophilous Graphs with Compatible Label Propagation (https://arxiv.org/abs/2205.09389)

RL-HGNN

NeuLP

[WISE20] NeuLP: An End-to-end Deep-learning Model for Link Prediction (https://dl.acm.org/doi/abs/10.1007/978-3-030-62005-9_8)

Jupyter Notebook

LLMaMol