xzenglab / KG-MTL
Source code for TKDE'22 "KG-MTL: Knowledge Graph Enhanced Multi-Task Learning for Molecular Interaction"
☆26Updated 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
- Repo of pharmacophoric constrained heterogeneous-graph-transformer☆15Updated last year
- ☆26Updated 3 years ago
- ☆23Updated 3 years ago
- ☆17Updated last year
- Multi-view Graph Contrastive Representation Learning for Drug-drug Interaction Prediction☆42Updated 3 years ago
- ☆18Updated 10 months ago
- Source Code for IJCAI'20 "KGNN: Knowledge Graph Neural Network for Drug-Drug Interaction Prediction"☆87Updated 3 years ago
- ☆14Updated 4 years ago
- "MUFFIN: Multi-Scale Feature Fusion for Drug–Drug Interaction Prediction".☆13Updated 2 years ago
- ☆16Updated 2 years ago
- ☆71Updated 5 months ago
- ☆14Updated 3 years ago
- Code and Data for the paper: Molecular Contrastive Learning with Chemical Element Knowledge Graph [AAAI 2022]☆89Updated 11 months ago
- ☆24Updated last year
- An end-to-end heterogeneous graph representation learning-based framework for drug-target interaction prediction☆28Updated 2 years ago
- The official codes and implementations of HimGNN model in paper:"HimGNN:a novel hierarchical molecular representations learning framewor…☆17Updated last year
- Communicative Subgraph Representation Learning for Multi-Relational Inductive Drug-Gene Interaction Prediction☆11Updated last year
- ☆46Updated 4 months ago
- Official implementation of NeurIPS'21 paper"Motif-based Graph Self-Supervised Learning for Molecular Property Prediction"☆115Updated last year
- ☆14Updated 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 3 months ago
- codes for KPGT (Knowledge-guided Pre-training of Graph Transformer)☆98Updated 4 months ago
- related to graph and deep Learning for drug-drug interactions prediction.☆25Updated last year
- Implementation for the paper MoCL: Contrastive Learning on Molecular Graph with multi-level Domain Knowledge☆41Updated last year
- ☆3Updated last year
- Unified 2D and 3D Pre-Training of Molecular Representations☆29Updated 2 years ago
- ☆32Updated 4 years ago
- Drug-Target Interaction Prediction with GraphAttention networks☆17Updated 4 years ago
- Code and Data for the paper: Graph Sampling-based Meta-Learning for Molecular Property Prediction [IJCAI2023]☆19Updated last year
- A unified framework for predicting drug-target interactions, binding affinities and activation/inhibition mechanisms.☆11Updated this week