Search Results for author: Su Kim

Found 2 papers, 1 papers with code

Learning Topology-Specific Experts for Molecular Property Prediction

1 code implementation27 Feb 2023 Su Kim, Dongha Lee, SeongKu Kang, Seonghyeon Lee, Hwanjo Yu

In this paper, motivated by this observation, we propose TopExpert to leverage topology-specific prediction models (referred to as experts), each of which is responsible for each molecular group sharing similar topological semantics.

Molecular Property Prediction Property Prediction

Learnable Structural Semantic Readout for Graph Classification

no code implementations22 Nov 2021 Dongha Lee, Su Kim, Seonghyeon Lee, Chanyoung Park, Hwanjo Yu

By the help of a global readout operation that simply aggregates all node (or node-cluster) representations, existing GNN classifiers obtain a graph-level representation of an input graph and predict its class label using the representation.

Graph Classification Position

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