
Multivariate Time Series Classification with Hierarchical Variational Graph Pooling
Over the past decade, multivariate time series classification (MTSC) has...
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BiLevel Graph Neural Networks for DrugDrug Interaction Prediction
We introduce BiGNN for modeling biological link prediction tasks such a...
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Hierarchical and Fast Graph Similarity Computation via Graph Coarsening and Deep Graph Learning
In this work, we are interested in the large graph similarity computatio...
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Fast Detection of Maximum Common Subgraph via Deep QLearning
Detecting the Maximum Common Subgraph (MCS) between two input graphs is ...
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Unsupervised Inductive WholeGraph Embedding by Preserving Graph Proximity
We introduce a novel approach to graphlevel representation learning, wh...
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Convolutional Set Matching for Graph Similarity
We introduce GSimCNN (Graph Similarity Computation via Convolutional Neu...
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Convolutional Neural Networks for Fast Approximation of Graph Edit Distance
Graph Edit Distance (GED) computation is a core operation of many widely...
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Graph Edit Distance Computation via Graph Neural Networks
Graph similarity search is among the most important graphbased applicat...
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Yunsheng Bai
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