Search Results for author: Manh Tuan Do

Found 2 papers, 1 papers with code

Two-stage Training of Graph Neural Networks for Graph Classification

1 code implementation10 Nov 2020 Manh Tuan Do, Noseong Park, Kijung Shin

By adapting five GNN models to our method, we demonstrate the consistent improvement in accuracy and utilization of each GNN's allocated capacity over the original training method of each model up to 5. 4\% points in 12 datasets.

General Classification Graph Classification +3

Structural Patterns and Generative Models of Real-world Hypergraphs

no code implementations12 Jun 2020 Manh Tuan Do, Se-eun Yoon, Bryan Hooi, Kijung Shin

Graphs have been utilized as a powerful tool to model pairwise relationships between people or objects.

Social and Information Networks Physics and Society

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