prakhargurawa / Drug-Similarity-and-Link-Prediction-using-Graph-Embeddings-on-Medical-Knowledge-Graph
Utilizing graphical neural networks and embeddings on a medical database KEGG to perform link predictions and drug similarity systems.
☆16Updated 2 years ago
Related projects: ⓘ
- ☆27Updated last year
- Collective Multi-type Entity Alignment Between Knowledge Graphs (WWW'20)☆32Updated 4 years ago
- The code of paper ConE: Cone Embeddings for Multi-Hop Reasoning over Knowledge Graphs. Zhanqiu Zhang, Jie Wang, Jiajun Chen, Shuiwang Ji,…☆43Updated 2 years ago
- ☆19Updated last year
- Drug repurposing for COVID-19 using literature-based discovery☆27Updated 2 years ago
- ☆77Updated 2 years ago
- ☆15Updated 2 years ago
- Relation-aware Ensemble Learning for Knowledge Graph Embedding. EMNLP. 2023☆24Updated 9 months ago
- Representation Learning with Ordered Relation Paths for Knowledge Graph Completion (EMNLP 2019)☆8Updated 4 years ago
- EMNLP 2020 Findings: AutoETER: Automated Entity Type Representation for Knowledge Graph Embedding☆17Updated 2 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
- 🏅 KG Inductive Link Prediction Challenge (ILPC) 2022☆81Updated 2 years ago
- Knowledge Base Graph Attention Networks☆10Updated 4 years ago
- ☆20Updated 2 years ago
- This is the source code of DKGE.☆26Updated last year
- RAGAT: Relation Aware Graph Attention Network for Knowledge Graph Completion☆50Updated 3 months ago
- Source codes and datasets for EMNLP 2020 paper "Dynamic Anticipation and Completion for Multi-Hop Reasoning over Sparse Knowledge Graph"☆47Updated 3 years ago
- ☆17Updated last year
- Including W2V, DistMult, CP, SimplE, ComplEx, RotatE, Quaternion, MEI, MEIM. Paper: MEIM: Multi-partition Embedding Interaction Beyond Bl…☆19Updated last year
- Error detection in Knowledge Graphs: Path Ranking, Embeddings or both?☆12Updated 4 years ago
- ☆10Updated 2 years ago
- Resources and code for paper "Probabilistic Box Embeddings for Uncertain Knowledge Graph Reasoning"☆22Updated 2 years ago
- ☆13Updated 3 years ago
- Semantic Evidence aware Graph Neural Network (SE-GNN) for Knowledge Graph Embedding task (AAAI'22).☆54Updated 2 years ago
- Rule-Guided Graph Neural Networks for Recommender Systems, ISWC 2020☆17Updated 4 years ago
- Explainable Link Prediction for Emerging Entities in Knowledge Graphs☆20Updated 3 years ago
- [IJCAI2022] Type-aware Embeddings for Multi-Hop Reasoning over Knowledge Graphs☆27Updated 2 years ago
- Relation-aware Graph Attention Networks for Global Entity Alignment☆20Updated 3 years ago
- A set of benchmark repositories for node classification on knowledge graphs. To use, see https://github.com/pbloem/kgbench-loader☆24Updated last year
- 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