User profiles for JIYEON HAM

Jiyeon Ham

Korea University
Verified email at korea.ac.kr
Cited by 530

Predicting drug–target interaction using a novel graph neural network with 3D structure-embedded graph representation

J Lim, S Ryu, K Park, YJ Choe, J Ham… - Journal of chemical …, 2019 - ACS Publications
We propose a novel deep learning approach for predicting drug–target interaction using a
graph neural network. We introduce a distance-aware graph attention algorithm to …

A neural grammatical error correction system built on better pre-training and sequential transfer learning

YJ Choe, J Ham, K Park, Y Yoon - arXiv preprint arXiv:1907.01256, 2019 - arxiv.org
Grammatical error correction can be viewed as a low-resource sequence-to-sequence task,
because publicly available parallel corpora are limited. To tackle this challenge, we first …

Alleviation of capsular formations on silicone implants in rats using biomembrane-mimicking coatings

JU Park, J Ham, S Kim, JH Seo, SH Kim, S Lee, HJ Min… - Acta biomaterialia, 2014 - Elsevier
Despite their popular use in breast augmentation and reconstruction surgeries, the limited
biocompatibility of silicone implants can induce severe side effects, including capsular …

Covalently grafted 2-methacryloyloxyethyl phosphorylcholine networks inhibit fibrous capsule formation around silicone breast implants in a porcine model

J Ham, Y Kim, T An, S Kang, C Ha… - … applied materials & …, 2020 - ACS Publications
The surface of human silicone breast implants is covalently grafted at a high density with a 2-methacryloyloxyethyl
phosphorylcholine (MPC)-based polymer. Addition of cross-linkers is …

Bifenthrin impairs the functions of Leydig and Sertoli cells in mice via mitochondrion-endoplasmic reticulum dysregulation

J Ham, S You, W Lim, G Song - Environmental Pollution, 2020 - Elsevier
Bifenthrin (BF) is a synthetic insecticide that is widely used in fields, resulting in an increase
in its exposure to animals. However, reports on the toxic effects of BF on mammalian species …

KorNLI and KorSTS: New benchmark datasets for Korean natural language understanding

J Ham, YJ Choe, K Park, I Choi, H Soh - arXiv preprint arXiv:2004.03289, 2020 - arxiv.org
Natural language inference (NLI) and semantic textual similarity (STS) are key tasks in
natural language understanding (NLU). Although several benchmark datasets for those tasks …

Melatonin inhibits endometriosis development by disrupting mitochondrial function and regulating tiRNAs

S Park, J Ham, C Yang, W Park, H Park… - Journal of Pineal …, 2023 - Wiley Online Library
Endometriosis is a benign gynecological disease characterized by abnormal growth of
endometrial‐like cells outside the uterus. Melatonin, a hormone secreted by the pineal gland, has …

[HTML][HTML] ER-mitochondria calcium flux by β-sitosterol promotes cell death in ovarian cancer

H Bae, S Park, J Ham, J Song, T Hong, JH Choi… - Antioxidants, 2021 - mdpi.com
Phytosterols, which are derived from plants, have various beneficial physiological effects,
including anti-hypercholesterolemic, anti-inflammatory, and antifungal activities. The …

Oryzalin impairs maternal-fetal interaction during early pregnancy via ROS-mediated P38 MAPK/AKT and OXPHOS downregulation

J Ham, J Song, G Song, W Lim - Food and Chemical Toxicology, 2023 - Elsevier
Oryzalin is a dinitroaniline pesticide for the control of weed growth via suppression of
microtubule synthesis. There are studies about the deleterious effects of dinitroaniline pesticides …

Butylated hydroxyanisole induces testicular dysfunction in mouse testis cells by dysregulating calcium homeostasis and stimulating endoplasmic reticulum stress

J Ham, W Lim, S You, G Song - Science of the total environment, 2020 - Elsevier
Butylated hydroxyanisole (BHA), a synthetic phenolic antioxidant (SPA), has been used as
a food additive. However, BHA acts as an environmental hormone, ie, endocrine disruptor. …