Seokho Kang - Publications, H-index & Citations

Seokho Kang

seoul national university (snu)

28H指数

98论文数

2.3K被引数

收录论文 56

发表时间

Consistency regularization for distortion-robust image classification in industrial machine vision 工业机器视觉中用于抗失真图像分类的一致性正则化

Knowledge-Based Systems

IF7.6

2026-08-13

PREAI

Hyungu Kang; Seokho Kang

Consistency-regularized graph neural networks for molecular property prediction 一致性正则化图神经网络用于分子性质预测

Neural Networks

IF6.3

2025-09-27

PREAI

Jongmin Han; Seokho Kang

Enhancing chemical reaction search through contrastive representation learning and human-in-the-loop 通过对比表示学习和人机协同增强化学反应搜索

JOURNAL OF CHEMINFORMATICS

IF5.7

2025-04-10

OAAI

Kwon, Youngchun; Jeon, Hyunjeong; Choi, Joonhyuk; Choi, Youn-Suk; Kang, Seokho

Training-free approach to constructing ensemble of local experts

EXPERT SYSTEMS WITH APPLICATIONS

IF7.5

2024-12-01

PREAI

Lee, Sunbin; Kang, Seokho

CFD-ML: Stream-based active learning of computational fluid dynamics simulations for efficient product design

COMPUTERS IN INDUSTRY

IF9.1

2024-10-01

PREAI

Bae, Youngjae; Nam, Kyunghye; Kang, Seokho

Score distillation for anomaly detection 用于异常检测的分数蒸馏

KNOWLEDGE-BASED SYSTEMS

IF7.6

2024-07-01

PREAI

Hong, Jeongmin; Kang, Seokho

Dynamic ensemble of regression neural networks based on predictive uncertainty 基于预测不确定性的回归神经网络动态集成

COMPUTERS & INDUSTRIAL ENGINEERING

IF6.5

2024-04-01

PREAI

Lee, Yoonhyung; Kang, Seokho

Data-driven autonomous operation of VOCs removal system

SCIENTIFIC REPORTS

IF3.9

2024-03-12

OAAI

Kang, Myeonginn; Han, Jongmin; Kim, Yangjoon; Kim, Seongcheon; Kang, Seokho

Improving chemical reaction yield prediction using pre-trained graph neural networks

JOURNAL OF CHEMINFORMATICS

IF5.7

2024-03-01

OAAI

Han, Jongmin; Kwon, Youngchun; Choi, Youn-Suk; Kang, Seokho

Photovoltaic Cell Defect Detection Based on Weakly Supervised Learning With Module-Level Annotations

IEEE ACCESS

IF3.6

2024-01-01

OAAI

Kang, Hyungu; Hong, Jeongmin; Lee, Jiwon; Kang, Seokho

Learning from single-defect wafer maps to classify mixed-defect wafer maps 从单缺陷晶片图学习，对混合缺陷晶片图进行分类

EXPERT SYSTEMS WITH APPLICATIONS

IF7.5

2023-12-01

PREAI

Shim, Jaewoong; Kang, Seokho

Retention Time Prediction through Learning from a Small Training Data Set with a Pretrained Graph Neural Network

ANALYTICAL CHEMISTRY

IF6.7

2023-11-13

PREAI

Kwon, Youngchun; Kwon, Hyukju; Han, Jongmin; Kang, Myeonginn; Kim, Ji-Yeong; Shin, Dongyeeb; Choi, Youn-Suk; Kang, Seokho

Surrogate approach to uncertainty quantification of neural networks for regression

APPLIED SOFT COMPUTING

IF6.6

2023-05-01

PREAI

Kang, Myeonginn; Kang, Seokho

Class-Adaptive Data Augmentation for Image Classification

IEEE ACCESS

IF3.6

2023-01-01

OAAI

Yoo, Jisu; Kang, Seokho

Generative Modeling to Predict Multiple Suitable Conditions for Chemical Reactions

JOURNAL OF CHEMICAL INFORMATION AND MODELING

IF5.3

2022-11-22

PREAI

Kwon, Youngchun; Kim, Sun; Choi, Youn-Suk; Kang, Seokho

Dynamic imputation for improved training of neural network with missing values 改进的具有缺失值的神经网络训练的动态插补

EXPERT SYSTEMS WITH APPLICATIONS

IF7.5

2022-05-01

PREAI

Han, Jongmin; Kang, Seokho

Semi-automatic wafer map pattern classification with convolutional neural networks

COMPUTERS & INDUSTRIAL ENGINEERING

IF6.5

2022-04-01

PREAI

Yoon, Suhee; Kang, Seokho

Domain-adaptive active learning for cost-effective virtual metrology modeling 用于经济高效的虚拟计量建模的域自适应主动学习

COMPUTERS IN INDUSTRY

IF9.1

2022-02-01

PREAI

Shim, Jaewoong; Kang, Seokho

Uncertainty-aware prediction of chemical reaction yields with graph neural networks 用图神经网络预测化学反应产率的不确定性

JOURNAL OF CHEMINFORMATICS

IF5.7

2022-01-10

OAAI

Kwon, Youngchun; Lee, Dongseon; Choi, Youn-Suk; Kang, Seokho

Using binary classifiers for one-class classification 使用二进制分类器进行单类分类

EXPERT SYSTEMS WITH APPLICATIONS

IF7.5

2022-01-01

PREAI

Kang, Seokho

研究方向