Categories
Resources
ICLR
Research (Application)
LoG
Talk
Research (Technical)
NeurIPS
Oncogene
ICML
2023
Useful Resources for Molecule Learning (in Progress)
DiffDock: Diffusion Steps, Twists, and Turns for Molecular Docking
Graph Representation Learning for Drug Discovery
Neighborhood-aware Scalable Temporal Network Representation Learning
A Generalist Neural Algorithmic Learner
2022
Does GNN Pre-training Help Molecular Representation?
Graph Self-supervised Learning with Accurate Discrepancy Learning
PhysChem: Deep Molecular Representation Learning via Fusing Physical and Chemical Information
CMap based Drug Repositioning of BTZ to reverse the metastatic effect of GALNT14 in lung cancer
2021
Few-shot Learning with Graph Neural Networks
MAML: Model-Agnostic Meta -Learning for Fast Adaptation of Deep Networks