Advanced Knowledge Transfer: Refined Feature Distillation for Zero-Shot Quantization in Edge Computing
Inpyo Hong, Youngwan Jo, Hyojeong Lee, Sunghyun Ahn, Sanghyun Park
International Conferences
- 2024 9
- 2022 1
- 2021 2
- 2020 1
- 2018 2
- 2017 7
- 2016 11
- 2015 4
- 2014 4
- 2013 2
- 2012 8
- 2011 3
- 2010 3
- 2009 3
- 2008 7
- 2007 3
- 2006 1
- 2005 7
- 2003 5
- 2002 5
- 2001 3
- 2000 2
- 1999 1
- 1991 1
2024
Efficient Approximate Nearest Neighbor Search via Data-AdaptiveParameter Adjustment in Hierarchical Navigable Small Graphs
Huijun Jin, Jieun Lee, Shengmin Piao, Sangmin Seo, Sein Kwon, Sanghyun Park
PretrainedBA: Enhancing Compound-Protein Binding Affinity Prediction Accuracy via Pre-training Large-Scale Interaction Information
Sangmin Seo, Seungyeon Choi, Hwanhee Kim, Sanghyun Park
VideoPathCore: An Effective Method to Memorize Normality for Video Anomaly Detection
Sunghyun Ahn, Youngwan Jo, Kijung Lee, Sanghyun Park
Towards Workload-Specific Configuration Tuning via Meta-Learning for RocksDB
Chanho Yeom, Jieun Lee, Sangmin Seo, Sanghyun Park
SPIN: SE(3)-Invariant Physics Informed Network for Binding Affinity Prediction
Seungyeon Choi, Sangmin Seo, Sanghyun Park
DrDiff: Drug Response Prediction Through Controllable Diffusion-GE and Graph Attention Network
Seungyeon Choi, Sangmin Seo, Jonghwan Choi, Chihyun Park, Sanghyun Park
Unsupervised Multi-head Attention Autoencoder for Multivariate Time-Series Anomaly Detection
Minseok Kim, Sanghyun Park
Dual Stream Fusion U-Net Transformers for 3D Medical Image Segmentation
Justin Hong, Sunghyun Ahn, Youngwan Jo, Sanghyun Park (Justin Hong and Sunghyun Ahn are co-first authors.)
2022
RTune: A RocksDB Tuning System with Deep Genetic Algorithm
Jin Huijun, Jieun Lee, Sanghyun Park
2021
MolBit: De novo Drug Design via Binary Representations of SMILES for avoiding the Posterior Collapse Problem
Jonghwan Choi, Sangmin Seo, Jinuk Park, Sanghyun Park
ARMemNet: autoregressive memory networks for multivariate time series forecasting
Jinuk Park, Chanhee Park, Hongchan Roh, Sanghyun Park
2020
A Study on Data Requirements for Power Disaggregation
Gyubaek Kim, Sanghyun Park
2018
LESS: Logging Exploiting SnapShot
Hanseung Sung, Minhwa Jin, Mincheol Shin, Hongchan Roh, Won Gi Choi, Sanghyun Park
A Scalable and Persistent Key-Value Store Using Non-Volatile Memory
Doyoung Kim, Won Gi Choi, Hanseung Sung, Sanghyun Park
2017
Machine Learning based Performance Modeling of Flash SSDs
Jaehyung Kim, Jinuk Park, Sanghyun Park
Neural Network for Saturation Prediction of Solid State Disks
Jaehyung Kim, Jinuk Park, Sanghyun Park
ISN: Inferring disease-related genes using seed gene and network analysis
Jeongwoo Kim, Sanghyun Park
CSnet: Constructing Symptom Network based on Disease-Symptom Relationships
Sohee Hwang, JungRim Kim, Jeongwoo Kim, Sanghyun Park
CATS: A Big Network Clustering Algorithm Based on Triangle Structures
Mincheol Shin, Jeongwoo Kim, JungRim Kim, Dongmin Seo, Chihyun Park, Seok Jong Yu, Sanghyun Park
LIF: A method to infer disease-gene relationships using literature data and impact factor
Jeongwoo Kim, Jinyong Lee, Heechul Kang, Chunghun Kim, Sanghyun Park
SSL: Inferring disease-related genes using Sentence Structure and Literature data
Jeongwoo Kim, JungRim Kim, Won Gi Choi, Sanghyun Park
2016
Replica Parallelism to Utilize the Granularity of Data
Won Gi Choi, Sanghyun Park
Recommend Alternative Drugs to Minimize Side-effect Using Generic Name of Drug
Sohee Hwang, JungRim Kim, Sanghyun Park
Optimization of a Multiversion Index on SSDs to improve System Performance
Won Gi Choi, Mincheol Shin, Doogie Lee, Hyunjun Park, Sanghyun Park
DSS: A biclustering method to identify diverse and state specific gene modules in gene expression data
JungRim Kim, Yunku Yeu, Jeongwoo Kim, Youngmi Yoon, Sanghyun Park
GRiD: Gathering Rich Data from PubMed using One-class SVM
Junbum Cha, Jeongwoo Kim, Sanghyun Park
Optimizing Hash Partitioning for Solid State Drives
Mincheol Shin, Hongchan Roh, Wonmook Jung, Sanghyun Park
IDO: Inferring Describable Disease-Gene Relationships Using Opinion Sentences
Jeongwoo Kim, Youngmi Yoon, Sanghyun Park
A method for obtaining rich data from PubMed using SVM
Junbum Cha, Jeongwoo Kim, Yunku Yeu, Sanghyun Park
Take Me to SSD: A Hybrid Block-Selection Method on HDFS Based on Storage Type
Minkyung Kim, Mincheol Shin, Sanghyun Park
Discovering Disease-associated Drugs Using Web Crawl Data
Hyunjin Kim, Sanghyun Park
SESE: Inferring disease-gene relationships using Second Sentence in biological literature
Jeongwoo Kim, Charndoh Bak, Inseop Kim, Seoyoung Kim, Junbum Cha, Sanghyun Park
2015
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
An approach to identify disease-related genes based on biological and web data
Jeongwoo Kim, Sanghyun Park
An phenotype specific blustering method in cancer data
JungRim Kim, Sanghyun Park
Inference of Disease-specific Gene Interaction Network Using a Bayesian Network learned by Genetic Algorithm
Daye Jeong, Yunku Yeu, Jaegyoon Ahn, Youngmi Yoon, Sanghyun Park
2014
Discovering phenotype specific gene module using a novel biclustering algorithm in colorectal cancer
JungRim Kim, Jaegyoon Ahn, Youngmi Yoon, Yunku Yeu, Sanghyun Park
TILD: A Strategy to Identify Cancer-related Genes Using Title Information in Literature Data
Jeongwoo Kim, Hyunjin Kim, Yunku Yeu, Mincheol Shin, Sanghyun Park
Prediction of Disease related miRNA through Transcription Factor(TF) Network
JiHwan Ha, Yunku Yeu, Sanghyun Park
Inference of gene regulatory networks using Bayesian network
Daye Jeong, Yunku Yeu, Jaegyoon Ahn, Sanghyun Park
2013
Community Detection Algorithm for Finding Overlapping and Hierarchical Structure
Yunku Yeu, Jaegyoon Ahn, Sanghyun Park
2012
Protein Complex Prediction via Bottleneck-Based Graph Partitioning
Jaegyoon Ahn, Dae Hyun Lee, Youngmi Yoon, Yunku Yeu, Sanghyun Park
Improving Write Performance Using Buffer Page On Flash-based DBMS
Mincheol Shin, Hongchan Roh, Sanghyun Park
FSAVD : Feature Selection Method Applying Variation of Data
Hyunjin Kim, Sanghyun Park
CORE: COmmon REgion extension-based protein structure alignment for producing multiple solution
Woo-Cheol Kim, Sanghyun Park, Jung-Im Won
Correlation Analysis between Sentiment of Tweet Messages and Re-tweet Activity on Twitter
Wonmook Jung, Hongchan Roh, Sanghyun Park
B+-tree index optimization by exploiting internal parallelism of flash-based Solid State Drives
Hongchan Roh, Sanghyun Park, Sungho Kim, Mincheol Shin, Sang-Won Lee
Semi-supervised learning based workflow for predicting recurrence of breast cancer
Chihyun Park, Jaegyoon Ahn, Youngmi Yoon, Sanghyun Park
A Novel Algorithm for Accurate and Efficient Alignment of DNA Sequencing Reads
Jaegyoon Ahn, Youngmi Yoon, Yunku Yeu, Sanghyun Park
2011
A novel hierarchical clutering method for detecting overlapping clusters
Yunku Yeu, Youngmi Yoon, Sanghyun Park
Protein Complex Discovery from Protein Interaction Network with High False-Positive Rate
Yunku Yeu, Jaegyoon Ahn, Youngmi Yoon, Sanghyun Park
Construction of a Blog Network Based on Information Diffusion
Seung-Hwan Lim, Sang-Wook Kim, Soyoun Kim, Sanghyun Park
2010
Yet Another Write-Optimized DBMS Layer for Flash-Based Solid State Storage
Hongchan Roh, Daewook Lee, Sanghyun Park
A Practical Database Security Model Using Purpose-Based Database Access Control and Group Concept
Ji-Young Lim, Woo-Cheol Kim, Hongchan Roh, Sanghyun Park
A Novel Cancer Classifier based on Differentially Expressed Gene Network
Jaegyoon Ahn, Youngmi Yoon, Sanghyun Park
2009
Dual Address Mapping Method for Efficient Wear-Leveling of SSDs
Jiwon Lee, Hongchan Roh, Sanghyun Park
A Computational Approach to Detect CNVs Using High-throughput Sequencing
Myungjin Moon, Jaegyoon Ahn, Youngmi Yoon, Chihyun Park, Sanghyun Park
A Novel Approach to detect Copy Number Variation using Segmentation and Genetic Algorithm
Chihyun Park, Youngmi Yoon, Jaegyoon Ahn, Myungjin Moon, Sanghyun Park
2008
A Novel Evolutionary Algorithm for Bi-clustering of Gene Expression Data based on the Order Preserving Sub-Matrix Constraint
Hongchan Roh, Sanghyun Park
Storage Structures for Efficient Query Processing in a Stock Recommendation System
You-min Ha, Sang-Wook Kim, Sanghyun Park, Seung-Hwan Lim
An Efficient Hash Index Structure for Solid State Disks
Hongchan Roh, Sanghyun Park
Rule Discovery and Matching in Stock Databases
You-min Ha, Sanghyun Park, Sang-Wook Kim, Jung-Im Won, Jeehee Yoon
RN-Cluster: Discovering coherent biclusters which is Robust to Noise
Jaegyoon Ahn, Youngmi Yoon, Sanghyun Park
Extraction of Informative Genes from Integrated Microarray Data
Dongwan Hong, Jongkeun Lee, Sangkyoon Hong, Jeehee Yoon, Sanghyun Park
Integration of Inter-study Microarray Data and Extraction of Informative Genes
Dongwan Hong, Jongkeun Lee, Sangkyoon Hong, Jeehee Yoon, Sanghyun Park
2007
k-TSN(k-Top Scoring N): Microarray data classification based on rank-comparison decision rules
Youngmi Yoon, Sangjay Bien, Sanghyun Park
A Practical Method for Approximate Subsequence Search in DNA Databases
Jung-Im Won, Sang-Kyoon Hong, Jee-Hee Yoon, Sanghyun Park, Sang-Wook Kim
Privacy Preserving Data Mining of Sequential Patterns for Network Traffic Data
Seung-Woo Kim, Sanghyun Park, Jung-Im Won, Sang-Wook Kim
2006
Building a Classifier for Integrated Microarray Datasets through Two-Stage Approach
Youngmi Yoon, Jongchan Lee, Sanghyun Park
2005
Harmonic Wavelet Transform for Minimizing Relative Errors in Sensor Data Approximation
Seonggoo Kang, Seunghoon Yang, Sukho Lee, Sanghyun Park
An Efficient Location Encoding Method Based on Hierarchical Administrative District
SangYoon Lee, Sanghyun Park, Woo-Cheol Kim, Dongwon Lee
An Index-Based Method for Timestamped Event Sequence Matching
Sanghyun Park, Jung-Im Won, Jee-Hee Yoon, Sang-Wook Kim
Effective and Scalable Solutions for Mixed and Split Citation Problems in Digital Libraries
Dongwon Lee, Byung-Won On, Jaewoo Kang, Sanghyun Park
CSI: Clustered Segment Indexing for Efficient Approximate Searching on the Secondary Structure of Protein Sequences
Minkoo Seo, Sanghyun Park, Jung-Im Won
A Novel Indexing Method for Efficient Sequence Matching in Large DNA Database Environment
Jung-Im Won, Jee-Hee Yoon, Sanghyun Park, Sang-Wook Kim
A DNA Index Structure Using Frequency and Position Information of Genetic Alphabet
Woo-Cheol Kim, Sanghyun Park, Jung-Im Won, Sang-Wook Kim, Jee-Hee Yoon
2003
ViST: A Dynamic Index Method for Querying XML Data by Tree Structures
Haixun Wang, Sanghyun Park, Wei Fan, Philip S. Yu
Indexing Weighted Sequences in Large Databases
Haixun Wang, Chang-Shing Perng, Wei Fan, Sanghyun Park, Philip S. Yu
Scalable Template-Based Query Containment Checking for Web Semantic Caches
Khalil S Amiri, Sanghyun Park, Renu Tewari, Sriram Padmanabhan
DBProxy: A dynamic data cache for Web applications
Khalil S Amiri, Sanghyun Park, Renu Tewari, Sriram Padmanabhan
Optimal Construction of Multi-Dimensional Indexes in Time-Series Databases: A Physical Database Design Approach
Sang-Wook Kim, Jin-Ho Kim, Byung-Ill Han, Sanghyun Park
2002
A Self-Managing Data Cache for Edge-Of-Network Web Applications
Khalil S Amiri, Sanghyun Park, Renu Tewari, Sriram Padmanabhan
On Space Management in a Dynamic Edge Data Cache
Khalil S Amiri, Renu Tewari, Sanghyun Park, Sriram Padmanabhan
Shape-Based Retrieval of Similar Subsequences in Time-Series Databases
Sang-Wook Kim, Jeehee Yoon, Sanghyun Park, Tae-Hoon Kim
Design and Implementation of an Index Manager for a Main Memory DBMS Tachyon
Sang-Wook Kim, Sanghyun Park, Wan Choi
Indexing Technique for Similarity Matching in Large Video Databases
Sanghyun Park, June-Suh Cho, Ki-Ho Hyun
2001
Prefix-Querying: An Approach for Effective Subsequence Matching Under Time Warping in Sequence Databases
Sanghyun Park, Sang-Wook Kim, June-Suh Cho, Sriram Padmanabhan
An Index-Based Approach for Similarity Search Supporting Time Warping in Large Sequence Databases;
Sang-Wook Kim, Sanghyun Park, Wesley W. Chu
Segment-Based Approach for Similarity Searches in Sequence Databases
Sanghyun Park, Sang-Wook Kim, Wesley W. Chu
2000
Discovering and Matching Elastic Rules From Sequence Databases
Sanghyun Park, Wesley W. Chu
Efficient Searches for Similar Subsequences of Different Lengths in Sequence Databases
Sanghyun Park, Wesley W Chu, Jeehee Yoon, Chihcheng Hsu
1999
Fast Retrieval of Similar Subsequences in Long Sequence Databases
Sanghyun Park, Dongwon Lee, Wesley W. Chu
1991
Hangul Application Generator for Relational Database Systems
Sanghyun Park, Sukho Lee