xzenglab / KG-MTL
Source code for TKDE'22 "KG-MTL: Knowledge Graph Enhanced Multi-Task Learning for Molecular Interaction"
☆26Updated 2 years ago
Related projects ⓘ
Alternatives and complementary repositories for KG-MTL
- ☆25Updated 3 years ago
- Multi-view Graph Contrastive Representation Learning for Drug-drug Interaction Prediction☆42Updated 2 years ago
- Repo of pharmacophoric constrained heterogeneous-graph-transformer☆15Updated last year
- ☆21Updated 3 years ago
- "MUFFIN: Multi-Scale Feature Fusion for Drug–Drug Interaction Prediction".☆10Updated 2 years ago
- [BIB 2022] The official repository of our paper "Molormer: A Lightweight Self-Attention-Based Method Focused on Spatial Structure of Mole…☆9Updated last month
- Source Code for IJCAI'20 "KGNN: Knowledge Graph Neural Network for Drug-Drug Interaction Prediction"☆84Updated 3 years ago
- ☆14Updated 2 years ago
- ☆14Updated 2 years ago
- Official implementation of NeurIPS'21 paper"Motif-based Graph Self-Supervised Learning for Molecular Property Prediction"☆111Updated last year
- codes for KPGT (Knowledge-guided Pre-training of Graph Transformer)☆90Updated last month
- ☆14Updated 4 years ago
- ☆17Updated 8 months ago
- related to graph and deep Learning for drug-drug interactions prediction.☆22Updated last year
- BridgeDPI: A Novel Graph Neural Network for Predicting Drug-Protein Interactions☆17Updated 5 months ago
- PyTorch implementation of "TGSA: Protein-Protein Association-Based Twin Graph Neural Networks for Drug Response Prediction with Similarit…☆22Updated 2 years ago
- ☆23Updated 10 months ago
- The official codes and implementations of HimGNN model in paper:"HimGNN:a novel hierarchical molecular representations learning framewor…☆17Updated last year
- [BIB 2023] Official implementation of "R2-DDI: Relation-aware Feature Refinement for Drug-drug Interaction Prediction".☆13Updated 7 months ago
- ☆68Updated 3 months ago
- Communicative Subgraph Representation Learning for Multi-Relational Inductive Drug-Gene Interaction Prediction☆11Updated last year
- Implementation for the paper MoCL: Contrastive Learning on Molecular Graph with multi-level Domain Knowledge☆40Updated last year
- ☆17Updated last year
- ☆75Updated last year
- Code and Data for the paper: Molecular Contrastive Learning with Chemical Element Knowledge Graph [AAAI 2022]☆86Updated 9 months ago
- Recent application of graph neural network in drug discovery☆10Updated 4 years ago
- ☆19Updated last year
- Official PyTorch implementation of "Molecular Representation Learning via Heterogeneous Motif Graph Neural Networks"☆31Updated last year
- ☆43Updated 2 months ago
- ☆2Updated last year