Sanghyun Park

Sanghyun Park

Yonsei University

H-index: 27

Asia-South Korea

About Sanghyun Park

Sanghyun Park, With an exceptional h-index of 27 and a recent h-index of 19 (since 2020), a distinguished researcher at Yonsei University, specializes in the field of Database, Data mining, Bioinformatics, Artificial intelligence.

His recent articles reflect a diverse array of research interests and contributions to the field:

COMA: efficient structure-constrained molecular generation using contractive and margin losses

Analysis of household power consumption data for social safety net services

DARK: Deep automatic Redis knobs tuning system depending on the persistence method

ReBADD-SE: Multi-objective molecular optimisation using SELFIES fragment and off-policy self-critical sequence training

Pre-trained non-intrusive load monitoring model for recognizing activity of daily living

AOBERT: All-modalities-in-One BERT for multimodal sentiment analysis

K2vtune: Automatic Database Tuning with Knob Vector Representation

De Novo Drug Design Using Self-Attention Based Variational Autoencoder

Sanghyun Park Information

University

Position

Professor of Computer Science

Citations(all)

3928

Citations(since 2020)

1267

Cited By

3111

hIndex(all)

27

hIndex(since 2020)

19

i10Index(all)

59

i10Index(since 2020)

31

Email

University Profile Page

Yonsei University

Google Scholar

View Google Scholar Profile

Sanghyun Park Skills & Research Interests

Database

Data mining

Bioinformatics

Artificial intelligence

Top articles of Sanghyun Park

Title

Journal

Author(s)

Publication Date

COMA: efficient structure-constrained molecular generation using contractive and margin losses

Journal of Cheminformatics

Jonghwan Choi

Sangmin Seo

Sanghyun Park

2023/1/19

Analysis of household power consumption data for social safety net services

Energy Reports

Gyubaek Kim

Sanghyun Park

2023/9/1

DARK: Deep automatic Redis knobs tuning system depending on the persistence method

Expert Systems with Applications

Juyeon Seo

Kyeonghun Kim

Sangmin Seo

Sanghyun Park

2023/7/1

ReBADD-SE: Multi-objective molecular optimisation using SELFIES fragment and off-policy self-critical sequence training

Computers in Biology and Medicine

Jonghwan Choi

Sangmin Seo

Seungyeon Choi

Shengmin Piao

Chihyun Park

...

2023/5/1

Pre-trained non-intrusive load monitoring model for recognizing activity of daily living

Applied Intelligence

Gyubaek Kim

Sanghyun Park

2023/5

AOBERT: All-modalities-in-One BERT for multimodal sentiment analysis

Information Fusion

Kyeonghun Kim

Sanghyun Park

2023/4/1

K2vtune: Automatic Database Tuning with Knob Vector Representation

Available at SSRN 4225456

Jieun Lee

Jonghwan Choi

Sangmin Seo

Sanghyun Park

2022

De Novo Drug Design Using Self-Attention Based Variational Autoencoder

KIPS Transactions on Software and Data Engineering

Shengmin Piao

Jonghwan Choi

Sangmin Seo

Kyeonghun Kim

Sanghyun Park

2022

NCMD: Node2vec-based neural collaborative filtering for predicting miRNA-disease association

IEEE/ACM Transactions on Computational Biology and Bioinformatics

Jihwan Ha

Sanghyun Park

2022/7/18

RTune: a RocksDB tuning system with deep genetic algorithm

Huijun Jin

Jieun Lee

Sanghyun Park

2022/7/8

Improvement of RocksDB Performance via Large-Scale Parameter Analysis and Optimization

Journal of Information Processing Systems

Huijun Jin

Won Gi Choi

Jonghwan Choi

Hanseung Sung

Sanghyun Park

2022/6/1

DeepGate: Global-local decomposition for multivariate time series modeling

Information sciences

Jinuk Park

Chanhee Park

Jonghwan Choi

Sanghyun Park

2022/4/1

First demonstration of the Korean eLoran accuracy in a narrow waterway using improved ASF maps

IEEE Transactions on Aerospace and Electronic Systems

Woohyun Kim

Pyo-Woong Son

Sulgee Park

Sang Hyun Park

Jiwon Seo

2021/9/21

Activity detection from electricity consumption and communication usage data for monitoring lonely deaths

Sensors

Gyubaek Kim

Sanghyun Park

2021/4/25

ARMemNet: autoregressive memory networks for multivariate time series forecasting

Jinuk Park

Chanhee Park

Hongchan Roh

Sanghyun Park

2021/3/22

MolBit: De novo Drug Design via Binary Representations of SMILES for avoiding the Posterior Collapse Problem

Jonghwan Choi

Sangmin Seo

Jinuk Park

Sanghyun Park

2021/12/9

A Study on Parameter Tuning for Redis via Parameter Classification and Phased Bayesian Optimization

Proceedings of the Korea Information Processing Society Conference

Seong-Woon Jo

Sang-Hyun Park

2021

Binding affinity prediction for protein–ligand complex using deep attention mechanism based on intermolecular interactions

BMC bioinformatics

Sangmin Seo

Jonghwan Choi

Sanghyun Park

Jaegyoon Ahn

2021/12

StackDA: a stacked dual attention neural network for multivariate time-series forecasting

IEEE Access

Jungsoo Hong

Jinuk Park

Sanghyun Park

2021/10/27

Method for processing data in in-memory database using non-volatile memory and in-memory database

2020/11/3

See List of Professors in Sanghyun Park University(Yonsei University)

Co-Authors

H-index: 57
Dongwon Lee

Dongwon Lee

Penn State University

H-index: 37
Sang-Wook Kim

Sang-Wook Kim

Hanyang University

H-index: 25
Sang-Won Lee

Sang-Won Lee

Sungkyunkwan University

H-index: 7
Hyunjin Kim

Hyunjin Kim

Columbia University in the City of New York

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