Peng057

CBT-HGCN

the code of paper "Exploiting Conversation-Branch-Tweet HyperGraph Structure to Detect Misinformation on Social Media"

BotHeterogeneity

Code listing for the paper 'Heterogeneity-aware Twitter Bot Detection with Relational Graph Transformers'. AAAI 2022.

BotRGCN

Code listing for the paper 'BotRGCN: Twitter Bot Detection with Relational Graph Convolutional Networks'. ASONAM 2021.

TwiBot-22

Offical repository of TwiBot-22 @ NeurIPS 2022, Datasets and Benchmarks Track.

FakeNewsNet-analysis-with-Graph-Classification

Graph-FakeNewsNet

Fake news detection using graph machine learning.

DHGNN

DHGNN source code for IJCAI19 paper: "Dynamic Hypergraph Neural Networks"

CompareNet_FakeNewsDetection

Compare to The Knowledge: Graph Neural Fake News Detection with External Knowledge (ACL 2021)

Us-DeFake

Mining User-aware Multi-relations for Fake News Detection in Large Scale Online Social Networks (WSDM 2023)

IEEEBigdata22_HGFND

Fake-News-Detection-with-HetGNN

This is the repository for Fake News Detection with HetGNN

dga_detection_rnn

rumor-detection

The public code for paper A Graph Convolutional Encoder and Decoder Model for Rumor Detection which is accepted by DSAA 2020

Towards-Trustworthy-Rumor-Detection-with-Interpretable-Graph-Structural-Learning

GraphNeuralNetwork

《深入浅出图神经网络：GNN原理解析》配套代码

FakeNewsNet

This is a dataset for fake news detection research

Du-FAGNN

A rumor detecting model with GCN and GNN.

DDGCN

Emotion-Recognition-in-Conversations

User Emotion Recognition and Response Generation in Dialogue Text

GCNN

The Pytorch Implementation of GCNN model from paper Fake News Detection on Social Media using Geometric Deep Learning

pytorch-GAT

My implementation of the original GAT paper (Veličković et al.). I've additionally included the playground.py file for visualizing the Cora dataset, GAT embeddings, an attention mechanism, and entropy histograms. I've supported both Cora (transductive) and PPI (inductive) examples!

BiGCN

Source Codes: Rumor Detection on Social Media with Bi-Directional Graph Convolutional Networks--AAAI 2020

GNN-FakeNews

A collection of GNN-based fake news detection models.

social_cascades

pytorch_geometric

Graph Neural Network Library for PyTorch

dgl

Python package built to ease deep learning on graph, on top of existing DL frameworks.

GNN4NLP-Papers

A list of recent papers about Graph Neural Network methods applied in NLP areas.

benchmarking-gnns

Repository for benchmarking graph neural networks

GNNPapers

Must-read papers on graph neural networks (GNN)

word2vec

Python interface to Google word2vec