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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.HGCA
Source code for TNNLS22 “Analyzing Heterogeneous Network with Missing Attributes by Unsupervised Contrastive Learning“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