Search Results for author: JaeHoon Kim

Found 5 papers, 2 papers with code

Solvent: A Framework for Protein Folding

1 code implementation7 Jul 2023 Jaemyung Lee, Kyeongtak Han, JaeHoon Kim, Hasun Yu, Youhan Lee

We hope that Solvent will increase the reliability and consistency of proposed models and give efficiency in both speed and costs, resulting in acceleration on protein folding modeling research.

object-detection Object Detection +1

KHAN: Knowledge-Aware Hierarchical Attention Networks for Accurate Political Stance Prediction

1 code implementation23 Feb 2023 Yunyong Ko, Seongeun Ryu, Soeun Han, Youngseung Jeon, JaeHoon Kim, SoHyun Park, Kyungsik Han, Hanghang Tong, Sang-Wook Kim

Motivated by this, in this work, we conduct a user study to investigate important factors in political stance prediction, and observe that the context and tone of a news article (implicit) and external knowledge for real-world entities appearing in the article (explicit) are important in determining its political stance.

Knowledge Graphs

Extremal density for sparse minors and subdivisions

no code implementations3 Dec 2020 John Haslegrave, JaeHoon Kim, Hong Liu

We prove an asymptotically tight bound on the extremal density guaranteeing subdivisions of bounded-degree bipartite graphs with a mild separability condition.

Combinatorics 05C83, 05C35

Catalyst design using actively learned machine with non-ab initio input features towards CO2 reduction reactions

no code implementations14 Sep 2017 Juhwan Noh, JaeHoon Kim, Seoin Back, Yousung Jung

In conventional chemisorption model, the d-band center theory (augmented sometimes with the upper edge of d-band for imporved accuarcy) plays a central role in predicting adsorption energies and catalytic activity as a function of d-band center of the solid surfaces, but it requires density functional calculations that can be quite costly for large scale screening purposes of materials.

Active Learning

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