A gallery of graph machine learning (GraphML) models for biomedical knowledge graphs
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Updated
Oct 3, 2023 - Python
A gallery of graph machine learning (GraphML) models for biomedical knowledge graphs
Implementation of Relational Graph Attention operator for heterogeneous graphs in PyTorch
Implementation of Complex Networks Algorithms
COVID-19 patient classification in Korea using Heterogeneous Graph Neural Network.
Implements the MAGNN algorithm to predict concentration change sign for metabolites using protein-protein-metabolite interaction (PPMI) networks
Official implementation of "Enabling Homogeneous GNNs to Handle Heterogeneous Graphs via Relation Embedding", IEEE TBD 2023.
A GNN based approach to model player compatibility in Multiplayer Online Battle Arena (MOBA) games like Dota2.
A List of Heterogeneous Neural Network Pappers
Source code for CIKM 2021 paper for Relation-aware Heterogeneous Graph for User Profiling
✨ Implementation of Self-supervised Heterogeneous Graph Neural Network with Co-contrastive Learning with pytorch and PyG
MilGNet: Deep Multiple Instance Learning on Heterogeneous Graph for Drug-disease Association Prediction
REDDA: integrating multiple biological relations to heterogeneous graph neural network for drug-disease association prediction
MANDO-GURU, a deep graph learning-based tool, aims to accurately detect vulnerabilities in smart contract source code at both coarse-grained contract-level and fine-grained line-level.
Space4HGNN: A Novel, Modularized and Reproducible Platform to Evaluate Heterogeneous Graph Neural Network
MANDO is a new heterogeneous graph representation to learn the heterogeneous contract graphs' structures to accurately detect vulnerabilities in smart contract source code at both coarse-grained contract-level and fine-grained line-level.
Code and data for ECML-PKDD paper "Social Influence Attentive Neural Network for Friend-Enhanced Recommendation"
3rd place solution of ICDM 2022 Risk Commodities Detection on Large-Scale E-Commence Graphs
B站GNN教程资料
[CVPR'23] Histopathology Whole Slide Image Analysis with Heterogeneous Graph Representation Learning
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