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12/30/2022
A Global Optimization Algorithm for K-Center Clustering of One Billion Samples
This paper presents a practical global optimization algorithm for the K-...
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09/12/2020
Smoothness Sensor: Adaptive Smoothness-Transition Graph Convolutions for Attributed Graph Clustering
Clustering techniques attempt to group objects with similar properties i...
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08/14/2020
Graph Polish: A Novel Graph Generation Paradigm for Molecular Optimization
Molecular optimization, which transforms a given input molecule X into a...
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05/03/2020
Boundary-aware Context Neural Network for Medical Image Segmentation
Medical image segmentation can provide a reliable basis for further clin...
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04/21/2020
Perturb More, Trap More: Understanding Behaviors of Graph Neural Networks
While graph neural networks (GNNs) have shown a great potential in vario...
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04/09/2020