
Identityaware Graph Neural Networks
Message passing Graph Neural Networks (GNNs) provide a powerful modeling...
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Design Space for Graph Neural Networks
The rapid evolution of Graph Neural Networks (GNNs) has led to a growing...
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Handling Missing Data with Graph Representation Learning
Machine learning with missing data has been approached in two different ...
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Inductive Learning on Commonsense Knowledge Graph Completion
Commonsense knowledge graph (CKG) is a special type of knowledge graph (...
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Graph Structure of Neural Networks
Neural networks are often represented as graphs of connections between n...
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Neural Subgraph Matching
Subgraph matching is the problem of determining the presence and locatio...
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G2SAT: Learning to Generate SAT Formulas
The Boolean Satisfiability (SAT) problem is the canonical NPcomplete pr...
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Positionaware Graph Neural Networks
Learning node embeddings that capture a node's position within the broad...
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RedundancyFree Computation Graphs for Graph Neural Networks
Graph Neural Networks (GNNs) are based on repeated aggregations of infor...
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Hierarchical Temporal Convolutional Networks for Dynamic Recommender Systems
Recommender systems that can learn from crosssession data to dynamicall...
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GNN Explainer: A Tool for Posthoc Explanation of Graph Neural Networks
Graph Neural Networks (GNNs) are a powerful tool for machine learning on...
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Hierarchical Graph Representation Learning with Differentiable Pooling
Recently, graph neural networks (GNNs) have revolutionized the field of ...
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Hierarchical Graph Representation Learning withDifferentiable Pooling
Recently, graph neural networks (GNNs) have revolutionized the field of ...
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Graph Convolutional Policy Network for GoalDirected Molecular Graph Generation
Generating novel graph structures that optimize given objectives while o...
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GraphRNN: A Deep Generative Model for Graphs
Modeling and generating graphs is fundamental for studying networks in b...
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Jiaxuan You
verfied profile
Ph.D. in Computer Science at Stanford University, with an interest in ML and AI, Research Assistant in Computer Science at Tsinghua University from 20162017, Research Assistant in Computer Science at Stanford University 2016, Research Assistant in Intelligent Transportation Systems at Tsinghua University from 20152016