Search Results for author: Hyeonsoo Jo

Found 2 papers, 2 papers with code

Robust Graph Clustering via Meta Weighting for Noisy Graphs

1 code implementation1 Nov 2023 Hyeonsoo Jo, Fanchen Bu, Kijung Shin

We add a learnable weight to each node pair, and MetaGC adaptively adjusts the weights of node pairs using meta-weighting so that the weights of meaningful node pairs increase and the weights of less-meaningful ones (e. g., noise edges) decrease.

Clustering Denoising +1

SSumM: Sparse Summarization of Massive Graphs

2 code implementations1 Jun 2020 Kyuhan Lee, Hyeonsoo Jo, Jihoon Ko, Sungsu Lim, Kijung Shin

SSumM not only merges nodes together but also sparsifies the summary graph, and the two strategies are carefully balanced based on the minimum description length principle.

Databases Social and Information Networks H.2.8

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