Layne-Huang / EGFI
EGFI: Drug-Drug Interaction Extraction and Generation with Fusion of Enriched Entity and Sentence Information
☆20Updated last year
Related projects: ⓘ
- ☆27Updated last year
- Implementation of Using Drug Descriptions and Molecular Structures for Drug-Drug Interaction Extraction from Literature☆33Updated 3 years ago
- [Bioinformatics 2021] This is the repo for the paper `SumGNN: Multi-typed Drug Interaction Prediction via Efficient Knowledge Graph Summa…☆81Updated last month
- Source Code for IJCAI'20 "KGNN: Knowledge Graph Neural Network for Drug-Drug Interaction Prediction"☆17Updated 2 years ago
- CODE OF 'MR-GNN: Multi-Resolution and Dual Graph Neural Network for Predicting Structured Entity Interactions'☆19Updated 4 years ago
- Collective Multi-type Entity Alignment Between Knowledge Graphs (WWW'20)☆32Updated 4 years ago
- ☆24Updated 3 years ago
- Bi-Level Graph Neural Networks for Drug-Drug Interaction Prediction. ICML 2020 Graph Representation Learning and Beyond (GRL+) Workshop☆28Updated 3 years ago
- Generative Adversarial Zero-Shot Relational Learning for Knowledge Graphs☆49Updated 3 years ago
- ☆13Updated 3 years ago
- ☆20Updated 2 years ago
- Code and Data for the paper: Molecular Contrastive Learning with Chemical Element Knowledge Graph [AAAI 2022]☆86Updated 7 months ago
- ☆77Updated 2 years ago
- ☆10Updated 2 years ago
- A library for knowledge graph embedding models☆15Updated 4 years ago
- This repository includes the source-code and dataset used in our CIKM2022 paper titled 'Commonsense Knowledge Base Completion with Relati…☆29Updated last year
- Communicative Message Passing for Inductive Relation Reasoning（AAAI-2021）☆30Updated last year
- A tool to help understand how GNN/BERT works by attention☆15Updated 4 years ago
- Multi-view Graph Contrastive Representation Learning for Drug-drug Interaction Prediction☆41Updated 2 years ago
- COVID-19 Knowledge Graph: a computable, multi-modal, cause-and-effect knowledge model of COVID-19 pathophysiology☆45Updated 3 years ago
- Using pretrained language models for biomedical knowledge graph completion.☆46Updated 2 years ago
- ☆15Updated 2 years ago
- Drug repurposing for COVID-19 using literature-based discovery☆27Updated 2 years ago
- Source Code for IJCAI'20 "KGNN: Knowledge Graph Neural Network for Drug-Drug Interaction Prediction"☆81Updated 3 years ago
- ☆52Updated 3 years ago
- The code of paper Rethinking Graph Convolutional Networks in Knowledge Graph Completion. Zhanqiu Zhang, Jie Wang, Jieping Ye, Feng Wu. WW…☆57Updated 2 years ago
- Communicative Subgraph Representation Learning for Multi-Relational Inductive Drug-Gene Interaction Prediction☆11Updated last year
- Drug-Target Interaction Prediction with GraphAttention networks☆17Updated 4 years ago
- Drug-Drug Interaction Prediction Based on Knowledge Graph Embeddings and Convolutional-LSTM Network☆81Updated 4 years ago
- ☆19Updated last year