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HGNN-AC
Source code of "WWW21 - Heterogeneous Graph Neural Network via Attribute Completion"U-GCN
Source code of "NeurIPS21 - Universal Graph Convolutional Networks"T2-GNN
Source code for AAAI2023 "T2-GNN: Graph Neural Networks for Graphs with Incomplete Features and Structure via Teacher-Student Distillation"MRFasGCN
This is a TensorFlow implementation of MRFasGCN for the task of semi-supervised community detection.ALGM
Source code for IJCAI23 "A Generalized Deep Markov Random Fields Framework for Fake News Detection"CGMN
AMIL
The source code of "Adversarial Mutual Information Learning for Network Embedding".BiTe-GCN
Source code of "WSDM21 - BiTe-GCN: A New GCN Architecture via Bidirectional Convolution of Topology and Features on Text-Rich Networks"RAWGNN
CSDGCN
Source code for IJCAJ23 “Commonsense Knowledge Enhanced Sentiment Dependency Graph for Sarcasm Detection”AS-GCN
Source code of "ICDM21 - AS-GCN: Adaptive Semantic Architecture of Graph Convolutional Networks for Text-Rich Networks"Paper_Reading_Summary
Summary of top conference papers related to the network, including representation learning, graph neural network, probability graph model, contrastive learning, etc.Trafformer
Source code for AAAI23 “Trafformer: Unify Time and Space in Traffic Prediction”ULGD
Source code for AAAI23 “Local-Global Defense against Unsupervised Adversarial Attacks on Graphs”TrustGNN
Source code for TNNLS23 "TrustGNN: Graph Neural Network based Trust Evaluation via Learnable Propagative and Composable Nature"Love Open Source and this site? Check out how you can help us