Crystal's repositories
awesome-imbalanced-learning
Everything about class-imbalanced/long-tail learning: papers, codes, frameworks, and libraries | 有关类别不平衡/长尾学习的一切：论文、代码、框架与库
cadet
Cadence Detection in Symbolic Classical Music using Graph Neural Networks
CFAD
Counterfactual Graph Learning for Anomaly Detection on Attributed Networks, IEEE TKDE 2023
CM-GCL
Source code of NeurIPS 2022 paper “Co-Modality Graph Contrastive Learning for Imbalanced Node Classification”
FATE
Codes and datasets for NeurIPS21 paper “Towards Open-World Feature Extrapolation: An Inductive Graph Learning Approach”
GATE
Graph Attention Auto-Encoders
GNNs-for-Node-Classification
Some GNNs are implemented using PyG for node classification tasks, including: GCN, GraphSAGE, SGC, GAT, R-GCN and HAN (Heterogeneous Graph Attention Network), which will continue to be updated in the future.
GraphMixup
Code for ECML-PKDD 2022 paper "GraphMixup: Improving Class-Imbalanced Node Classification by Reinforcement Mixup and Self-supervised Context Prediction"
GraphPrompt
GraphPrompt: Unifying Pre-Training and Downstream Tasks for Graph Neural Networks
GraphSHA
"GraphSHA: Synthesizing Harder Samples for Class-Imbalanced Node Classification" in KDD'23
GraphSmote
Pytorch implementation of paper 'GraphSMOTE: Imbalanced Node Classification on Graphs with Graph Neural Networks' to appear on WSDM2021
HyperIMBA
Code for "Hyperbolic Geometric Graph Representation Learning for Hierarchy-imbalance Node Classification"
IAN
Using Psycholinguistic Clues to Index Deep Semantic Evidences: Personality Detection in Social Media Texts
imbalanced-learn
A Python Package to Tackle the Curse of Imbalanced Datasets in Machine Learning
LTE4G
The official source code for LTE4G: Long-Tail Experts for Graph Neural Networks paper, accepted at CIKM 2022.
PsyCoT
Source code of EMNLP 2023 accepted paper "PsyCoT: Psychological Questionnaire as Powerful Chain-of-Thought for Personality Detection"
pytorch_geometric
Graph Neural Network Library for PyTorch
TAM
TAM: Topology-Aware Margin Loss for Class-Imbalanced Node Classification