PIDiff: Physics Informed Diffusion Model for Protein Pocket-Specific 3D Molecular Generation
Seungyeon Choi, Sangmin Seo, Byungju Kim, Chihyun Park, Sanghyun Park
International Journals
- 2024 7
- 2023 5
- 2022 5
- 2021 3
- 2020 8
- 2019 3
- 2018 5
- 2017 3
- 2016 3
- 2015 6
- 2014 4
- 2013 5
- 2012 2
- 2011 6
- 2010 2
- 2009 3
- 2008 5
- 2007 5
- 2006 4
- 2004 2
- 2003 2
- 2001 1
2024
Time-series to Image-transformed Adversarial Autoencoder for Anomaly Detection
Minseok Kim, Jiyoung Kang, Jinuk Park, Sanghyun Park
A study on deep learning model based on global–local structure for crowd flow prediction
Dennis. H. Go, Sanghyun Park
TACA-RNet: Tri-Axis Based Context-Aware Reverse Network for Multimodal Brain Tumor Segmentation
Hyunjin Kim, Youngwan Jo, Hyojeong Lee, Sanghyun Park
Making Anomalies More Anomalous: Video Anomaly Detection Using a Novel Generator and Destroyer
Justin Hong, Sunghyun Ahn, Youngwan Jo, Sanghyun Park (Justin Hong and Sunghyun Ahn are co-first authors.)
K2vTune: A Workload-aware Configuration Tuning for RocksDB
Jieun Lee, Sangmin Seo, Jonghwan Choi, Sanghyun Park
Pseq2Sites: Enhancing protein sequence-based ligand binding-site prediction accuracy via the deep convolutional network and attention mechanism
Sangmin Seo, Jonghwan Choi, Seungyeon Choi, Jieun Lee, Chihyun Park, Sanghyun Park
2023
SELF-EdiT: Structure-constrained Molecular Optimisation using SELFIES Editing Transformer
Shengmin Piao, Jonghwan Choi, Sangmin Seo, Sanghyun Park
Analysis of household power consumption data for social safety net services
Gyubaek Kim, Sanghyun Park
ReBADD-SE: Multi-objective Molecular Optimisation using SELFIES Fragment and Off-Policy Self-critical Sequence Training
Jonghwan Choi, Sangmin Seo, Seungyeon Choi, Piao Shengmin, Chihyun Park, Sung Jin Ryu, Byung Ju Kim, Sanghyun Park
DARK: Deep Automatic Redis Knobs Tuning System depending on the Persistence Method
Juyeon Seo, Sangmin Seo, Kyeonghun Kim, Sanghyun Park
COMA: Efficient Structure-constrained Molecular Generation using Contractive and Margin Losses
Jonghwan Choi, Sangmin Seo, Sanghyun Park
2022
AOBERT: All-modalities-in-One BERT for Multimodal Sentiment Analysis
Kyeonghun Kim, Sanghyun Park
Pre-trained Non-intrusive Load Monitoring Model for Recognizing Activity of Daily Living
Gyubaek Kim, Sanghyun Park
NCMD: Node2vec-based neural collaborative filtering for predicting miRNA-disease association
JiHwan Ha, Sanghyun Park
Improvement of RocksDB Performance via Large-scale Parameter Analysis and Optimization
Jin Huijun, Won Gi Choi, Jonghwan Choi, Hanseung Sung, Sanghyun Park
DeepGate: Global-local decomposition for multivariate time series modeling
Jinuk Park, Chanhee Park, Jonghwan Choi, Sanghyun Park
2021
StackDA: A Stacked Dual Attention Neural Network for Multivariate Time-Series Forecasting
Jungsoo Hong, Jinuk Park, Sanghyun Park
Binding affinity prediction for protein-ligand complex using deep attention mechanism based on intermolecular interactions
Sangmin Seo, Jonghwan Choi, Sanghyun Park, Jaegyoon Ahn
Activity Detection from Electricity Consumption and Communication Usage Data for Monitoring Lonely Deaths
Gyubaek Kim, Sanghyun Park
2020
OurRocks: offloading disk scan directly to GPU in write-optimized database system
Won Gi Choi, Doyoung Kim, Hongchan Roh, Sanghyun Park
AGCN: Attention-based Graph Convolutional Networks for Drug-Drug Interaction Extraction
Chanhee Park, Jinuk Park, Sanghyun Park
Improved prediction of miRNA-disease associations based on matrix completion with network regularization
JiHwan Ha, Chihyun Park, Chanyoung Park, Sanghyun Park
TLSM: Tiered Log-Structured Merge-Tree Utilizing Non-Volatile Memory
Jihwan Lee, Won Gi Choi, Doyoung Kim, Hanseung Sung, Sanghyun Park
Combinatorial feature embedding based on CNN and LSTM for biomedical named entity recognition
Minsoo Cho, JiHwan Ha, Chihyun Park, Sanghyun Park
RefDNN: a reference drug based neural network for more accurate prediction of anticancer drug resistance
Jonghwan Choi, Sanghyun Park, Jaegyoon Ahn
IMIPMF: Inferring miRNA-disease interactions using probabilistic matrix factorization
JiHwan Ha, Chihyun Park, Chanyoung Park, Sanghyun Park
Prediction of Alzheimer’s disease based on deep neural network by integrating gene expression and DNA methylation dataset
Chihyun Park, JiHwan Ha, Sanghyun Park
2019
ADC: Advanced Document Clustering Using Contextualized Representations
Jinuk Park, Chanhee Park, Jeongwoo Kim, Minsoo Cho, Sanghyun Park
A write-friendly approach to manage namespace of Hadoop distributed file system by utilizing nonvolatile memory
Won Gi Choi, Sanghyun Park
PMAMCA: Prediction of MicroRNA-disease Association utilizing a Matrix Completion Approach
JiHwan Ha, Chihyun Park, Sanghyun Park
2018
CASS: A distributed network Clustering Algorithm based on Structure Similarity for large-scale network
JungRim Kim, Mincheol Shin, Jeongwoo Kim, Chihyun Park, Sujin Lee, Jaemin Woo, Hyerim Kim, Dongmin Seo, Seokjong Yu, Sanghyun Park
Machine learning-based identification of genetic interactions from heterogeneous gene expression profiles
Chihyun Park, JungRim Kim, Jeongwoo Kim, Sanghyun Park
Selective I/O Bypass and Load Balancing Method for Write-Through SSD Caching in Big Data Analytics
Jaehyung Kim, Hongchan Roh, Sanghyun Park
MV-FTL: An FTL that Provides Storage-Level Multi-Version Management
Doogie Lee, Mincheol Shin, Won Gi Choi, Hongchan Roh, Sanghyun Park
GSEH: A novel approach to select prostate cancer-associated genes using gene expression heterogeneity
Hyunjin Kim, Sang-min Choi, Sanghyun Park
2017
IMA: Identifying disease-related genes using MeSH terms and association rules
Jeongwoo Kim, Changbae Bang, Hyeonseo Hwang, Doyoung Kim, Chihyun Park, Sanghyun Park
Improved prediction of breast cancer outcome by identifying heterogeneous biomarkers
Jonghwan Choi, Sanghyun Park, Youngmi Yoon, Jaegyoon Ahn
Advanced Block Nested Loop Join for Extending SSD Lifetime
Hongchan Roh, Mincheol Shin, Wonmook Jung, Sanghyun Park
2016
Recommending Alternative Drugs by Using Generic Drug Names to Minimize Side Effects
Sohee Hwang, JungRim Kim, Jeongwoo Kim, Sanghyun Park
External Mergesort for Flash-based Solid State Drives
Joonhee Lee, Hongchan Roh, Sanghyun Park
Efficient Processing of Continuous Queries Utilizing F-relationship in Stock Databases
Sanghyun Park, Youmin Ha, Chihyun Park, Sangwook Kim
2015
A literature-driven method to calculate similarities among diseases
Hyunjin Kim, Youngmi Yoon, Jaegyoon Ahn, Sanghyun Park
A method of extracting disease-related microRNAs through the propagation algorithm using the environmental factor based global miRNA network
JiHwan Ha, Hyunjin Kim, Youngmi Yoon, Sanghyun Park
Protein Localization Vector Propagation: a method for improving accuracy of drug repositioning
Yunku Yeu, Youngmi Yoon, Sanghyun Park
BulkAligner: a novel sequence alignment algorithm based on graph theory and Trinity
Junsu Lee, Yunku Yeu, Hongchan Roh, Youngmi Yoon, Sanghyun Park
LGscore: A Method to Identify Disease-Related Genes using Biological Literature and Google Data
Jeongwoo Kim, Hyunjin Kim, Youngmi Yoon, Sanghyun Park
Inverted Index Maintenance Strategy for FlashSSDs: Revitalization of In-place Index Update Strategy
Wonmook Jung, Hongchan Roh, Mincheol Shin, Sanghyun Park
2014
MPSearch: Multi-Path Search for Tree-based Indexes to Exploit Internal Parallelism of Flash SSDs
Hongchan Roh, Sanghyun Park, Mincheol Shin, Sang-Won Lee
Integrative Gene Network Construction to Analyze Cancer Recurrence using Semi-Supervised Learning
Chihyun Park, Jaegyoon Ahn, Hyunjin Kim, Sanghyun Park
Shape-based retrieval of CNV regions in read coverage data
Sangkyun Hong, Jeehee Yoon, Dongwan Hong, Unjoo Lee, Baeksop Kim, Sanghyun Park
AS B-tree: A study of an efficient B+ - tree for SSDs
Sungho Kim, Hongchan Roh, Daewook Lee, Sanghyun Park
2013
Impact of TGF-b on Breast Cancer from a Quantitative Proteomic Analysis
Jaegyoon Ahn, Youngmi Yoon, Yunku Yeu, Hookuen Lee, Sanghyun Park
ICP : A Novel Approach to Predict Prognosis of Prostate Cancer with Inner-class Clustering of Gene Expression Data
Hyunjin Kim, Jaegyoon Ahn, Chihyun Park, Youngmi Yoon, Sanghyun Park
CORE: Common Region Extension Based Multiple Protein Structure Alignment for Producing Multiple Solution
Woo-Cheol Kim, Sanghyun Park, Jung-Im Won
Improved method for protein complex detection using bottleneck proteins
Jaegyoon Ahn, Dae Hyun Lee, Youngmi Yoon, Yunku Yeu, Sanghyun Park
One-dimensional spatial join processing using a DOT-based index structure
Jung-Im Won, Hyun Back, Jee-Hee Yoon, Sanghyun Park, Sang-Wook Kim
2012
Identification of functional CNV region networks using a CNV-gene mapping algorithm in a genome-wide scale
Chihyun Park, Jaegyoon Ahn, Youngmi Yoon, Sanghyun Park
CNV Detection Method Optimized for High Resolution arrayCGH by Normality Test
Jaegyoon Ahn, Youngmi Yoon, Chihyun Park, Sanghyun Park
2011
TC-VGC: A Tumor Classification System using Variations in Genes’ Correlation
Eunji Shin, Youngmi Yoon, Jaegyoon Ahn, Sanghyun Park
A Multi-sample based Method for Identifying Common CNVs in Normal Human Genomic Structure using High-resolution aCGH Data
Chihyun Park, Jaegyoon Ahn, Youngmi Yoon, Sanghyun Park
HapEdit: an accuracy assessment viewer for haplotype assembly using massively-parallel DNA sequencing technologies
Jong Hyun Kim, Woo-Cheol Kim, Lei M. Li, Sanghyun Park
Integrative Gene Network Construction for Predicting a Set of Complementary Prostate Cancer Genes
Jaegyoon Ahn, Youngmi Yoon, Chihyun Park, Eunji Shin, Sanghyun Park
Extraction of Informative Genes from Multiple Microarray Data Integrated by Rank-based Approach
Dongwan Hong, Jeehee Yoon, Jongkeun Lee, Sanghyun Park, Jongil Kim
Noise-robust algorithm for identifying functionally associated biclusters from gene expression data
Jaegyoon Ahn, Youngmi Yoon, Sanghyun Park
2010
Microarray data classifier consisting of k-Top Scoring rank-comparison decision rules with a variable number of genes
Youngmi Yoon, Sangjay Bien, Sanghyun Park
Efficient Processing of Spatial Joins with DOT-Based Indexing
Hyun Back, Jung-Im Won, Jee-Hee Yoon, Sanghyun Park, Sang-Wook Kim
2009
HAPLOWSER: a whole-genome haplotype browser for personal genome and metagenome
Jong-Hyun Kim, Woo-Cheol Kim, Michael S. Waterman, Sanghyun Park, Lei M. Li
A B-Tree Index Extension to Enhance Response Time and the Life Cycle of Flash Memory
Hongchan Roh, Woo-Cheol Kim, Seung-Woo Kim, Sanghyun Park
A Stock Recommendation System Exploiting Rule Discovery in Stock Databases
You-min Ha, Sanghyun Park, Sang-Wook Kim, Jung-Im Won, Jee-Hee Yoon
2008
An Efficient frequent melody Indexing Method to Improve the Performance of Query-By-Humming System
Jinhee You, Sanghyun Park, Inbum Kim
Image Retrieval Model Based on Weighted Visual Features Determined by Relevance Feedback
Woo-Cheol Kim, Ji-Young Song, Seung-Woo Kim, Sanghyun Park
Physical Database Design for Efficient Time-Series Similarity Search
Sang-Wook Kim, Jin-Ho Kim, Sanghyun Park
Privacy Preserving Data Mining of Sequential Patterns for Network Traffic Data
Seung-Woo Kim, Sanghyun Park, Jung-Im Won, Sang-Wook Kim
Direct Integration of Microarrays for Selecting Informative Genes and Phenotype Classification
Youngmi Yoon, Jongchan Lee, Sanghyun Park, Sangjay Bien, Hyun Cheol Chung, Sun Young Rha
2007
A Multi-Dimensional Indexing Approach for Timestamped Event Sequence Matching
Sanghyun Park, Jung-Im Won, Jee-Hee Yoon, Sang-Wook Kim
Towards Efficient Searching on the Secondary Structure of Protein Sequences
Minkoo Seo, Sanghyun Park, Jung-Im Won
ACE-INPUTS: A Cost-Effective Intelligent Public Transportation System
Jongchan Lee, Sanghyun Park, Minkoo Seo, Sang-Wook Kim
An Efficient Location Encoding Method for Moving Objects Using Hierarchical Administrative District and Road Network
SangYoon Lee, Sanghyun Park, Woo-Cheol Kim, Dongwon Lee
SBASS: Segment-Based Approach for Subsequence Searches in Sequence Databases
Sanghyun Park, Sang-Wook Kim, Wesley W. Chu
2006
Prefix-Querying with an L1 Distance Metric for Time-Series Subsequence Matching Under Time Warping
Sanghyun Park, Sang-Wook Kim
An Efficient DNA Sequence Searching Method Using Position Specific Weighting Scheme
Woo-Cheol Kim, Sanghyun Park, Jung-Im Won, Sang-Wook Kim, Jee-Hee Yoon
Shape-Based Retrieval in Time-Series Databases
Sang-Wook Kim, Jeehee Yoon, Sanghyun Park, Jung-Im Won
An Efficient Approach for Sequence Matching in Large DNA Databases
Jung-Im Won, Sanghyun Park, Jee-Hee Yoon, Sang-Wook Kim
2004
Trie for Similarity Matching in Large Video Databases
Sanghyun Park, Ki-Ho Hyun
Efficient Processing of Similarity Search Under Time Warping in Sequence Databases: An Index-Based Approach
Sang-Wook Kim, Sanghyun Park, Wesley W. Chu
2003
Similarity Search of Time-Warped Subsequences Via a Suffix Tree
Sanghyun Park, Wesley W. Chu, Jeehee Yoon, Jung-Im Won
Similarity-Based Subsequence Search in Image Sequence Databases
Sanghyun Park, Wesley W. Chu
2001
Discovering and Matching Elastic Rules From Sequence Databases
Sanghyun Park, Wesley W. Chu