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ULGD Public
Source code for AAAI23 “Local-Global Defense against Unsupervised Adversarial Attacks on Graphs”
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ALGM Public
Source code for IJCAI23 "A Generalized Deep Markov Random Fields Framework for Fake News Detection"
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IAAD Public
Source code for AAAI23 “Augmenting Affective Dependency Graph via Iterative Incongruity Graph Learning for Sarcasm Detection”
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TrustGNN Public
Source code for TNNLS23 "TrustGNN: Graph Neural Network based Trust Evaluation via Learnable Propagative and Composable Nature"
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LGFA Public
Source code for KSEM23 “Local-Global Fusion Augmented Graph Contrastive Learning Based on Generative Models”
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HGCA Public
Source code for TNNLS22 “Analyzing Heterogeneous Network with Missing Attributes by Unsupervised Contrastive Learning“
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Trafformer Public
Source code for AAAI23 “Trafformer: Unify Time and Space in Traffic Prediction”
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CSDGCN Public
Source code for IJCAJ23 “Commonsense Knowledge Enhanced Sentiment Dependency Graph for Sarcasm Detection”
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AS-GCN Public
Source code of "ICDM21 - AS-GCN: Adaptive Semantic Architecture of Graph Convolutional Networks for Text-Rich Networks"
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T2-GNN Public
Source code for AAAI2023 "T2-GNN: Graph Neural Networks for Graphs with Incomplete Features and Structure via Teacher-Student Distillation"
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BM-GCN Public
Forked from hedongxiao-tju/BM-GCNThe code of paper "Block Modeling-Guided Graph Convolutional Neural Networks".
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U-GCN Public
Source code of "NeurIPS21 - Universal Graph Convolutional Networks"
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BiTe-GCN Public
Source code of "WSDM21 - BiTe-GCN: A New GCN Architecture via Bidirectional Convolution of Topology and Features on Text-Rich Networks"
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Paper_Reading_Summary Public
Summary of top conference papers related to the network, including representation learning, graph neural network, probability graph model, contrastive learning, etc.
2 UpdatedJun 1, 2021 -
MRFasGCN Public
This is a TensorFlow implementation of MRFasGCN for the task of semi-supervised community detection.
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AMIL Public
The source code of "Adversarial Mutual Information Learning for Network Embedding".
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HGNN-AC Public
Source code of "WWW21 - Heterogeneous Graph Neural Network via Attribute Completion"
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