research
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10/27/2022
Federated Graph Representation Learning using Self-Supervision
Federated graph representation learning (FedGRL) brings the benefits of ...
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07/24/2022
OCTAL: Graph Representation Learning for LTL Model Checking
Model Checking is widely applied in verifying the correctness of complex...
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06/11/2021
Breaking the Limit of Graph Neural Networks by Improving the Assortativity of Graphs with Local Mixing Patterns
Graph neural networks (GNNs) have achieved tremendous success on multipl...
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06/10/2021
Adversarial Graph Augmentation to Improve Graph Contrastive Learning
Self-supervised learning of graph neural networks (GNN) is in great need...
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09/22/2020