Jun Xia's repositories
awesome-pretrain-on-molecules
[IJCAI 2023 survey track]A curated list of resources for chemical pre-trained models
awesome-molecular-graph-representation-learning
A curated list of resources for molecular graph representation learning.
OT-Cleaner
[ICASSP 2022]OT-Cleaner: Label Correction as Optimal Transport
awesome-self-supervised-gnn
Papers about pretraining and self-supervised learning on Graph Neural Networks (GNN).
benchmarking-gnns
Repository for benchmarking graph neural networks
Co-training-based_noisy-label-learning
[ACM MM 2021 Oral Presentation] A unified framework for co-training-based noisy label learning methods.
Deep-Lasso
Deep lasso for feature selection
Graph-Reinforcement-Learning-Papers
A curated list of graph reinforcement learning papers.
grover
This is a Pytorch implementation of the paper: Self-Supervised Graph Transformer on Large-Scale Molecular Data
junxia97.github.io
homepage
molfeat
molfeat - the hub for all your molecular featurizers
papers_for_protein_design_using_DL
List of papers about Proteins Design using Deep Learning
pretrain-gnns
Strategies for Pre-training Graph Neural Networks
pytorch-deep-learning
Materials for the Learn PyTorch for Deep Learning: Zero to Mastery course.