LARS-research / EmerGNN
Emerging Drug Interaction Prediction Enabled by Flow-based Graph Neural Network with Biomedical Network. Nature Computational Science. 2023.
☆26Updated last year
Alternatives and similar repositories for EmerGNN:
Users that are interested in EmerGNN are comparing it to the libraries listed below
- A collection of resources related with Knowledge-augmented Graph Machine Learning for Drug Discovery.☆20Updated 9 months ago
- Drug repositioning with adaptive graph convolutional networks☆13Updated 6 months ago
- Source code for TKDE'22 "KG-MTL: Knowledge Graph Enhanced Multi-Task Learning for Molecular Interaction"☆27Updated 2 years ago
- related to graph and deep Learning for drug-drug interactions prediction.☆25Updated 2 years ago
- ICLR'24 | BioBridge: Bridging Biomedical Foundation Models via Knowledge Graphs☆67Updated 10 months ago
- Implementation for the paper MoCL: Contrastive Learning on Molecular Graph with multi-level Domain Knowledge☆41Updated last year
- An end-to-end heterogeneous graph representation learning-based framework for drug-target interaction prediction☆30Updated 2 years ago
- Multi-view Graph Contrastive Representation Learning for Drug-drug Interaction Prediction☆43Updated 3 years ago
- Code and Data for the paper: Molecular Contrastive Learning with Chemical Element Knowledge Graph [AAAI 2022]☆89Updated last year
- ☆10Updated 2 years ago
- [RECOMB 2023] Official implementation of "Pisces: A combo-wise contrastive learning approach to synergistic drug combination prediction".☆14Updated last year
- Research repo for AI aided drug discovery, de novo drug development and related topics☆35Updated 3 years ago
- ☆24Updated last year
- Bi-Level Graph Neural Networks for Drug-Drug Interaction Prediction. ICML 2020 Graph Representation Learning and Beyond (GRL+) Workshop☆29Updated 4 years ago
- ☆12Updated 2 years ago
- Codes for "Property-Aware Relation Networks for Few-shot Molecular Property Prediction (NeurIPS 2021)".☆47Updated 3 years ago
- ☆23Updated 3 years ago
- ☆12Updated 5 months ago
- ☆17Updated 2 years ago
- ☆17Updated 3 weeks ago
- ☆20Updated 2 years ago
- Code and Data for the paper: Graph Sampling-based Meta-Learning for Molecular Property Prediction [IJCAI2023]☆19Updated last year
- ☆13Updated 2 years ago
- source for paper DGNN-DDI☆10Updated last year
- ☆56Updated 4 years ago
- [Bioinformatics 2021] This is the repo for the paper `SumGNN: Multi-typed Drug Interaction Prediction via Efficient Knowledge Graph Summa…☆85Updated 8 months ago
- Codes and models for the paper "Learning Unknown from Correlations: Graph Neural Network for Inter-novel-protein Interaction Prediction".☆78Updated 3 years ago
- [ACL 2023 Oral] Clinical Note Owns its Hierarchy: Multi-Level Hypergraph Neural Networks for Patient-Level Representation Learning☆8Updated last year
- ☆11Updated 4 years ago
- A Network Integration Approach for Drug-Target Interaction Prediction☆13Updated 6 months ago