xzenglab / KG-MTL
Source code for TKDE'22 "KG-MTL: Knowledge Graph Enhanced Multi-Task Learning for Molecular Interaction"
☆27Updated 2 years ago
Alternatives and similar repositories for KG-MTL:
Users that are interested in KG-MTL are comparing it to the libraries listed below
- ☆17Updated 2 years ago
- Multi-view Graph Contrastive Representation Learning for Drug-drug Interaction Prediction☆43Updated 3 years ago
- ☆23Updated 3 years ago
- ☆28Updated 3 years ago
- Communicative Subgraph Representation Learning for Multi-Relational Inductive Drug-Gene Interaction Prediction☆11Updated 2 years ago
- Repo of pharmacophoric constrained heterogeneous-graph-transformer☆16Updated 2 years ago
- A Network Integration Approach for Drug-Target Interaction Prediction☆13Updated last week
- [BIB 2022] The official repository of our paper "Molormer: A Lightweight Self-Attention-Based Method Focused on Spatial Structure of Mole…☆9Updated 6 months ago
- Implementation for the paper MoCL: Contrastive Learning on Molecular Graph with multi-level Domain Knowledge☆41Updated last year
- "MUFFIN: Multi-Scale Feature Fusion for Drug–Drug Interaction Prediction".☆13Updated 3 years ago
- ☆17Updated 2 years ago
- ☆9Updated 3 years ago
- Code and Data for the paper: Molecular Contrastive Learning with Chemical Element Knowledge Graph [AAAI 2022]☆89Updated last year
- ☆18Updated last year
- Source Code for IJCAI'20 "KGNN: Knowledge Graph Neural Network for Drug-Drug Interaction Prediction"☆88Updated 4 years ago
- ☆10Updated 3 years ago
- Drug-Target Interaction Prediction with GraphAttention networks☆17Updated 4 years ago
- Codes, datasets and appendix for AAAI-2023 paper "Multi-relational Contrastive Learning Graph Neural Network for Drug-drug Interaction Ev…☆17Updated last month
- related to graph and deep Learning for drug-drug interactions prediction.☆26Updated 2 years ago
- An end-to-end heterogeneous graph representation learning-based framework for drug-target interaction prediction☆30Updated 2 years ago
- ☆14Updated 4 years ago
- Unified 2D and 3D Pre-Training of Molecular Representations☆30Updated 2 years ago
- BridgeDPI: A Novel Graph Neural Network for Predicting Drug-Protein Interactions☆19Updated 3 months ago
- ☆33Updated 4 years ago
- ☆14Updated 2 years ago
- The official codes and implementations of HimGNN model in paper:"HimGNN:a novel hierarchical molecular representations learning framewor…☆17Updated last year
- ☆14Updated 3 years ago
- ☆3Updated 2 years ago
- Official implementation of NeurIPS'21 paper"Motif-based Graph Self-Supervised Learning for Molecular Property Prediction"☆120Updated last year
- ☆24Updated last year