HICAI-ZJU / GS-MetaLinks
Code and Data for the paper: Graph Sampling-based Meta-Learning for Molecular Property Prediction [IJCAI2023]
☆19Updated 2 years ago
Alternatives and similar repositories for GS-Meta
Users that are interested in GS-Meta are comparing it to the libraries listed below
Sorting:
- Code and data for the Nature Machine Intelligence paper "Knowledge graph-enhanced molecular contrastive learning with functional prompt".☆135Updated last year
- Code and Data for the paper: Molecular Contrastive Learning with Chemical Element Knowledge Graph [AAAI 2022]☆90Updated last year
- Codes for "Property-Aware Relation Networks for Few-shot Molecular Property Prediction (NeurIPS 2021)".☆51Updated 3 years ago
- codes for KPGT (Knowledge-guided Pre-training of Graph Transformer)☆120Updated last year
- Official implementation of NeurIPS'21 paper"Motif-based Graph Self-Supervised Learning for Molecular Property Prediction"☆126Updated 2 years ago
- Implementation for the paper MoCL: Contrastive Learning on Molecular Graph with multi-level Domain Knowledge☆41Updated 2 years ago
- ☆22Updated 2 years ago
- A collection of resources related with Knowledge-augmented Graph Machine Learning for Drug Discovery.☆21Updated last year
- related to graph and deep Learning for drug-drug interactions prediction.☆29Updated 2 years ago
- [ICLR 2023] "Mole-BERT: Rethinking Pre-training Graph Neural Networks for Molecules"☆128Updated 2 years ago
- ☆32Updated 4 years ago
- SSM-DTA: Breaking the Barriers of Data Scarcity in Drug-Target Affinity Prediction (Briefings in Bioinformatics 2023)☆55Updated last year
- Interpretable bilinear attention network with domain adaptation improves drug-target prediction.☆133Updated 2 years ago
- Multi-view Graph Contrastive Representation Learning for Drug-drug Interaction Prediction☆44Updated 3 years ago
- Code for AAAI 2024 paper "PSC-CPI: Multi-Scale Protein Sequence-Structure Contrasting for Efficient and Generalizable Compound-Protein In…☆28Updated 10 months ago
- ☆47Updated 2 years ago
- Official implementation for AAAI 2022 paper: "GeomGCL: Geometric Graph Contrastive Learning for Molecular Property Prediction".☆22Updated 3 years ago
- Unified 2D and 3D Pre-Training of Molecular Representations☆30Updated 3 years ago
- MolRep: A Deep Representation Learning Library for Molecular Property Prediction☆129Updated last year
- ☆77Updated 2 years ago
- ☆23Updated 2 years ago
- Official PyTorch implementation of "Molecular Representation Learning via Heterogeneous Motif Graph Neural Networks"☆37Updated 2 years ago
- Implementation of ICLR23 paper "Molecule Generation for Target Protein Binding with Structural Motifs"☆70Updated last year
- A model named ATMOL for predicting molecular property☆10Updated 3 years ago
- Official implementation for Learning Invariant Molecular Representation in Latent Discrete Space (NeurIPS 2023)☆22Updated 2 years ago
- Triplet Graph Transformer☆49Updated 2 months ago
- Source code for TKDE'22 "KG-MTL: Knowledge Graph Enhanced Multi-Task Learning for Molecular Interaction"☆28Updated 3 years ago
- Molecular Hypergraph Neural Network☆43Updated 5 months ago
- This repository contains a PyTorch implementation of the paper "Hierarchical Graph Representation Learning for the Prediction of Drug-Tar…☆12Updated 3 years ago
- Chemical-Reaction-Aware Molecule Representation Learning☆82Updated 3 years ago