International Conferences

2025

[SAC 2026]
SKIM: Semantic Knowledge Infused Modeling for Medical Report Generation

November 22, 2025

Hyojeong Lee, Youngwan Jo, Inpyo Hong, Sanghyun Park

[SAC 2026]
PharDiff: Pharmacophore-aware Diffusion Model for Pocket Specific Three-Dimensional Molecular Generation

November 22, 2025

Seungyeon Choi, Sangmin Seo, Sanghyun Park

[SAC 2026]
GranQ: Efficient Channel-wise Quantization via Vectorized Pre-Scaling for Zero-Shot QAT

November 22, 2025

Inpyo Hong, Youngwan Jo, Hyojeong Lee, Sunghyun Ahn, Kijung Lee, Sanghyun Park

[SAC 2026]
AMoE-BTS: An Adaptive Mixture of Experts for Clinical Decision Support in Multimodal Brain Tumor Segmentation

November 21, 2025

Jeongeun Kim, Youngwan Jo, Sunghyun Ahn, Sanghyun Park

[WACV 2026]
Unified Video Anomaly Detection Model for Detecting Different Anomaly Types

November 17, 2025

Kijung Lee, Youngwan Jo, Sunghyun Ahn, Sanghyun Park

[WACV 2026]
AnyAnomaly: Zero-Shot Customizable Video Anomaly Detection with LVLM

November 17, 2025

Sunghyun Ahn, Youngwan Jo, Kijung Lee, Sein Kwon, Inpyo Hong, Sanghyun Park

[ICDE 2026]
PRO-HNSW: Proactive Repair and Optimization for High-Performance Dynamic HNSW Indexes

November 17, 2025

Huijun Jin, Jieun Lee, Shengmin Piao, Sangmin Seo, Sanghyun Park

[BIBM Workshop 2025]
TheProtein: Evolutionarily Informed Graph-Surface Protein Representation

November 15, 2025

Seungyong Lee, Seungyeon Choi, Hwanhee Kim, Hyoungjoon Park, Yoonju Kim, Hyunseo Yang, Sanghyun Park

[BIBM Workshop 2025]
Fixing Truncation-Induced Mode Collapse in GFlowNets via Pruning Loss

November 10, 2025

Hwanhee Kim, Seungyeon Choi, Seungyong Lee, Hyoungjoon Park, Yoonju Kim, Sanghyun Park

[BIBM Workshop 2025]
TheProperty: Euclidean 3D Molecular Representations for Explainable ADMET Prediction

November 10, 2025

Yoonju Kim, Seungyeon Choi, Seungyong Lee, Hwanhee Kim, Hyoungjoon Park, Sanghyun Park

[BIBM 2025]
JAM: Unlocking SAM2 without Training and Prompts via Medical-Aware Mask Selection

October 05, 2025

Jeongeun Kim, Youngwan Jo, Sanghyun Park

[NeurIPS 2025]
Controllable 3D Molecular Generation for Structure-Based Drug Design Through Bayesian Flow Networks and Gradient Integration

September 18, 2025

Seungyeon Choi, Hwanhee Kim, Chihyun Park, Dahyeon Lee, Seungyong Lee, Yoonju Kim, Hyoungjoon Park, Sein Kwon, Youngwan Jo, Sanghyun Park

[HIPC 2025]
LatentTune: Efficient Tuning of High Dimensional Database Parameters via Latent Representation Learning

September 12, 2025

Sein Kwon, Youngwan Jo, Seungyeon Choi, Jieun Lee, Huijun Jin, Sanghyun Park

[PAKDD 2025]
MDVAD: Multimodal Diffusion for Video Anomaly Detection

June 15, 2025

Kijung Lee, Youngwan Jo, Sunghyun Ahn, Sanghyun Park

[SAC 2025]
Advanced Knowledge Transfer: Refined Feature Distillation for Zero-Shot Quantization in Edge Computing

May 14, 2025

Inpyo Hong, Youngwan Jo, Hyojeong Lee, Sunghyun Ahn, Sanghyun Park

[DATE 2025]
Efficient Approximate Nearest Neighbor Search via Data-AdaptiveParameter Adjustment in Hierarchical Navigable Small Graphs

May 01, 2025

Huijun Jin, Jieun Lee, Shengmin Piao, Sangmin Seo, Sein Kwon, Sanghyun Park

[NAACL 2025]
TinyThinker_Distilling Reasoning through Coarse-to-Fine Knowledge Internalization with Self-Reflection

April 01, 2025

Shengmin Piao, Sanghyun Park

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2024

PretrainedBA: Enhancing Compound-Protein Binding Affinity Prediction Accuracy via Pre-training Large-Scale Interaction Information

October 16, 2024

Sangmin Seo, Seungyeon Choi, Hwanhee Kim, Sanghyun Park

VideoPathCore: An Effective Method to Memorize Normality for Video Anomaly Detection

September 20, 2024

Sunghyun Ahn, Youngwan Jo, Kijung Lee, Sanghyun Park

Towards Workload-Specific Configuration Tuning via Meta-Learning for RocksDB

July 11, 2024

Chanho Yeom, Jieun Lee, Sangmin Seo, Sanghyun Park

SPIN: SE(3)-Invariant Physics Informed Network for Binding Affinity Prediction

July 04, 2024

Seungyeon Choi, Sangmin Seo, Sanghyun Park

DrDiff: Drug Response Prediction Through Controllable Diffusion-GE and Graph Attention Network

July 04, 2024

Seungyeon Choi, Sangmin Seo, Jonghwan Choi, Chihyun Park, Sanghyun Park

Unsupervised Multi-head Attention Autoencoder for Multivariate Time-Series Anomaly Detection

January 17, 2024

Minseok Kim, Sanghyun Park

Dual Stream Fusion U-Net Transformers for 3D Medical Image Segmentation

January 17, 2024

Justin Hong, Sunghyun Ahn, Youngwan Jo, Sanghyun Park (Justin Hong and Sunghyun Ahn are co-first authors.)

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2022

RTune: A RocksDB Tuning System with Deep Genetic Algorithm

July 08, 2022

Jin Huijun, Jieun Lee, Sanghyun Park

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2021

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

December 24, 2021

Jonghwan Choi, Sangmin Seo, Jinuk Park, Sanghyun Park

ARMemNet: autoregressive memory networks for multivariate time series forecasting

March 22, 2021

Jinuk Park, Chanhee Park, Hongchan Roh, Sanghyun Park

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2020

A Study on Data Requirements for Power Disaggregation

October 12, 2020

Gyubaek Kim, Sanghyun Park

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2018

LESS: Logging Exploiting SnapShot

December 06, 2018

Hanseung Sung, Minhwa Jin, Mincheol Shin, Hongchan Roh, Won Gi Choi, Sanghyun Park

A Scalable and Persistent Key-Value Store Using Non-Volatile Memory

December 06, 2018

Doyoung Kim, Won Gi Choi, Hanseung Sung, Sanghyun Park

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2017

Machine Learning based Performance Modeling of Flash SSDs

November 01, 2017

Jaehyung Kim, Jinuk Park, Sanghyun Park

Neural Network for Saturation Prediction of Solid State Disks

October 03, 2017

Jaehyung Kim, Jinuk Park, Sanghyun Park

ISN: Inferring disease-related genes using seed gene and network analysis

October 02, 2017

Jeongwoo Kim, Sanghyun Park

CSnet: Constructing Symptom Network based on Disease-Symptom Relationships

October 01, 2017

Sohee Hwang, JungRim Kim, Jeongwoo Kim, Sanghyun Park

CATS: A Big Network Clustering Algorithm Based on Triangle Structures

April 02, 2017

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

April 01, 2017

Jeongwoo Kim, Jinyong Lee, Heechul Kang, Chunghun Kim, Sanghyun Park

SSL: Inferring disease-related genes using Sentence Structure and Literature data

February 01, 2017

Jeongwoo Kim, JungRim Kim, Won Gi Choi, Sanghyun Park

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2016

Replica Parallelism to Utilize the Granularity of Data

October 05, 2016

Won Gi Choi, Sanghyun Park

Recommend Alternative Drugs to Minimize Side-effect Using Generic Name of Drug

October 04, 2016

Sohee Hwang, JungRim Kim, Sanghyun Park

Optimization of a Multiversion Index on SSDs to improve System Performance

October 03, 2016

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

October 02, 2016

JungRim Kim, Yunku Yeu, Jeongwoo Kim, Youngmi Yoon, Sanghyun Park

GRiD: Gathering Rich Data from PubMed using One-class SVM

October 01, 2016

Junbum Cha, Jeongwoo Kim, Sanghyun Park

Optimizing Hash Partitioning for Solid State Drives

April 05, 2016

Mincheol Shin, Hongchan Roh, Wonmook Jung, Sanghyun Park

IDO: Inferring Describable Disease-Gene Relationships Using Opinion Sentences

April 04, 2016

Jeongwoo Kim, Youngmi Yoon, Sanghyun Park

A method for obtaining rich data from PubMed using SVM

April 03, 2016

Junbum Cha, Jeongwoo Kim, Yunku Yeu, Sanghyun Park

Take Me to SSD: A Hybrid Block-Selection Method on HDFS Based on Storage Type

April 02, 2016

Minkyung Kim, Mincheol Shin, Sanghyun Park

Discovering Disease-associated Drugs Using Web Crawl Data

April 01, 2016

Hyunjin Kim, Sanghyun Park

SESE: Inferring disease-gene relationships using Second Sentence in biological literature

January 01, 2016

Jeongwoo Kim, Charndoh Bak, Inseop Kim, Seoyoung Kim, Junbum Cha, Sanghyun Park

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2015

A Method of Extracting Disease-Related microRNAs Through the Propagation Algorithm Using the Environmental Factor Based Global miRNA Network

August 01, 2015

JiHwan Ha, Hyunjin Kim, Youngmi Yoon, Sanghyun Park

An approach to identify disease-related genes based on biological and web data

July 02, 2015

Jeongwoo Kim, Sanghyun Park

An phenotype specific blustering method in cancer data

July 01, 2015

JungRim Kim, Sanghyun Park

Inference of Disease-specific Gene Interaction Network Using a Bayesian Network learned by Genetic Algorithm

April 01, 2015

Daye Jeong, Yunku Yeu, Jaegyoon Ahn, Youngmi Yoon, Sanghyun Park

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2014

Discovering phenotype specific gene module using a novel biclustering algorithm in colorectal cancer

November 02, 2014

JungRim Kim, Jaegyoon Ahn, Youngmi Yoon, Yunku Yeu, Sanghyun Park

TILD: A Strategy to Identify Cancer-related Genes Using Title Information in Literature Data

November 01, 2014

Jeongwoo Kim, Hyunjin Kim, Yunku Yeu, Mincheol Shin, Sanghyun Park

Prediction of Disease related miRNA through Transcription Factor(TF) Network

July 02, 2014

JiHwan Ha, Yunku Yeu, Sanghyun Park

Inference of gene regulatory networks using Bayesian network

July 01, 2014

Daye Jeong, Yunku Yeu, Jaegyoon Ahn, Sanghyun Park

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2013

Community Detection Algorithm for Finding Overlapping and Hierarchical Structure

August 01, 2013

Yunku Yeu, Jaegyoon Ahn, Sanghyun Park

A Novel Approach to Detect Disease-Related Genes using Protein-Protein Interactions and Literature-Driven Gene Network

July 01, 2013

Hyunjin Kim, Sanghyun Park

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2012

Protein Complex Prediction via Bottleneck-Based Graph Partitioning

October 01, 2012

Jaegyoon Ahn, Dae Hyun Lee, Youngmi Yoon, Yunku Yeu, Sanghyun Park

Improving Write Performance Using Buffer Page On Flash-based DBMS

August 05, 2012

Mincheol Shin, Hongchan Roh, Sanghyun Park

FSAVD : Feature Selection Method Applying Variation of Data

August 04, 2012

Hyunjin Kim, Sanghyun Park

CORE: COmmon REgion extension-based protein structure alignment for producing multiple solution

August 03, 2012

Woo-Cheol Kim, Sanghyun Park, Jung-Im Won

Correlation Analysis between Sentiment of Tweet Messages and Re-tweet Activity on Twitter

August 02, 2012

Wonmook Jung, Hongchan Roh, Sanghyun Park

B+-tree index optimization by exploiting internal parallelism of flash-based Solid State Drives

August 01, 2012

Hongchan Roh, Sanghyun Park, Sungho Kim, Mincheol Shin, Sang-Won Lee

Semi-supervised learning based workflow for predicting recurrence of breast cancer

July 02, 2012

Chihyun Park, Jaegyoon Ahn, Youngmi Yoon, Sanghyun Park

A Novel Algorithm for Accurate and Efficient Alignment of DNA Sequencing Reads

July 01, 2012

Jaegyoon Ahn, Youngmi Yoon, Yunku Yeu, Sanghyun Park

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2011

A novel hierarchical clutering method for detecting overlapping clusters

July 01, 2011

Yunku Yeu, Youngmi Yoon, Sanghyun Park

Protein Complex Discovery from Protein Interaction Network with High False-Positive Rate

April 01, 2011

Yunku Yeu, Jaegyoon Ahn, Youngmi Yoon, Sanghyun Park

Construction of a Blog Network Based on Information Diffusion

March 01, 2011

Seung-Hwan Lim, Sang-Wook Kim, Soyoun Kim, Sanghyun Park

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2010

Yet Another Write-Optimized DBMS Layer for Flash-Based Solid State Storage

October 01, 2010

Hongchan Roh, Daewook Lee, Sanghyun Park

A Practical Database Security Model Using Purpose-Based Database Access Control and Group Concept

August 02, 2010

Ji-Young Lim, Woo-Cheol Kim, Hongchan Roh, Sanghyun Park

A Novel Cancer Classifier based on Differentially Expressed Gene Network

August 01, 2010

Jaegyoon Ahn, Youngmi Yoon, Sanghyun Park

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2009

Dual Address Mapping Method for Efficient Wear-Leveling of SSDs

August 01, 2009

Jiwon Lee, Hongchan Roh, Sanghyun Park

A Computational Approach to Detect CNVs Using High-throughput Sequencing

June 01, 2009

Myungjin Moon, Jaegyoon Ahn, Youngmi Yoon, Chihyun Park, Sanghyun Park

A Novel Approach to detect Copy Number Variation using Segmentation and Genetic Algorithm

March 01, 2009

Chihyun Park, Youngmi Yoon, Jaegyoon Ahn, Myungjin Moon, Sanghyun Park

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2008

A Novel Evolutionary Algorithm for Bi-clustering of Gene Expression Data based on the Order Preserving Sub-Matrix Constraint

October 01, 2008

Hongchan Roh, Sanghyun Park

Storage Structures for Efficient Query Processing in a Stock Recommendation System

August 01, 2008

You-min Ha, Sang-Wook Kim, Sanghyun Park, Seung-Hwan Lim

An Efficient Hash Index Structure for Solid State Disks

July 02, 2008

Hongchan Roh, Sanghyun Park

Rule Discovery and Matching in Stock Databases

July 01, 2008

You-min Ha, Sanghyun Park, Sang-Wook Kim, Jung-Im Won, Jeehee Yoon

RN-Cluster: Discovering coherent biclusters which is Robust to Noise

June 01, 2008

Jaegyoon Ahn, Youngmi Yoon, Sanghyun Park

Extraction of Informative Genes from Integrated Microarray Data

May 01, 2008

Dongwan Hong, Jongkeun Lee, Sangkyoon Hong, Jeehee Yoon, Sanghyun Park

Integration of Inter-study Microarray Data and Extraction of Informative Genes

January 01, 2008

Dongwan Hong, Jongkeun Lee, Sangkyoon Hong, Jeehee Yoon, Sanghyun Park

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2007

k-TSN(k-Top Scoring N): Microarray data classification based on rank-comparison decision rules

October 01, 2007

Youngmi Yoon, Sangjay Bien, Sanghyun Park

A Practical Method for Approximate Subsequence Search in DNA Databases

May 01, 2007

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

April 01, 2007

Seung-Woo Kim, Sanghyun Park, Jung-Im Won, Sang-Wook Kim

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2006

Building a Classifier for Integrated Microarray Datasets through Two-Stage Approach

October 01, 2006

Youngmi Yoon, Jongchan Lee, Sanghyun Park

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2005

Harmonic Wavelet Transform for Minimizing Relative Errors in Sensor Data Approximation

October 01, 2005

Seonggoo Kang, Seunghoon Yang, Sukho Lee, Sanghyun Park

An Efficient Location Encoding Method Based on Hierarchical Administrative District

August 02, 2005

SangYoon Lee, Sanghyun Park, Woo-Cheol Kim, Dongwon Lee

An Index-Based Method for Timestamped Event Sequence Matching

August 01, 2005

Sanghyun Park, Jung-Im Won, Jee-Hee Yoon, Sang-Wook Kim

Effective and Scalable Solutions for Mixed and Split Citation Problems in Digital Libraries

June 01, 2005

Dongwon Lee, Byung-Won On, Jaewoo Kang, Sanghyun Park

CSI: Clustered Segment Indexing for Efficient Approximate Searching on the Secondary Structure of Protein Sequences

May 03, 2005

Minkoo Seo, Sanghyun Park, Jung-Im Won

A Novel Indexing Method for Efficient Sequence Matching in Large DNA Database Environment

May 02, 2005

Jung-Im Won, Jee-Hee Yoon, Sanghyun Park, Sang-Wook Kim

A DNA Index Structure Using Frequency and Position Information of Genetic Alphabet

May 01, 2005

Woo-Cheol Kim, Sanghyun Park, Jung-Im Won, Sang-Wook Kim, Jee-Hee Yoon

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2003

ViST: A Dynamic Index Method for Querying XML Data by Tree Structures

June 01, 2003

Haixun Wang, Sanghyun Park, Wei Fan, Philip S. Yu

Indexing Weighted Sequences in Large Databases

March 04, 2003

Haixun Wang, Chang-Shing Perng, Wei Fan, Sanghyun Park, Philip S. Yu

Scalable Template-Based Query Containment Checking for Web Semantic Caches

March 03, 2003

Khalil S Amiri, Sanghyun Park, Renu Tewari, Sriram Padmanabhan

DBProxy: A dynamic data cache for Web applications

March 02, 2003

Khalil S Amiri, Sanghyun Park, Renu Tewari, Sriram Padmanabhan

Optimal Construction of Multi-Dimensional Indexes in Time-Series Databases: A Physical Database Design Approach

March 01, 2003

Sang-Wook Kim, Jin-Ho Kim, Byung-Ill Han, Sanghyun Park

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2002

A Self-Managing Data Cache for Edge-Of-Network Web Applications

November 01, 2002

Khalil S Amiri, Sanghyun Park, Renu Tewari, Sriram Padmanabhan

On Space Management in a Dynamic Edge Data Cache

June 01, 2002

Khalil S Amiri, Renu Tewari, Sanghyun Park, Sriram Padmanabhan

Shape-Based Retrieval of Similar Subsequences in Time-Series Databases

March 01, 2002

Sang-Wook Kim, Jeehee Yoon, Sanghyun Park, Tae-Hoon Kim

Design and Implementation of an Index Manager for a Main Memory DBMS Tachyon

February 01, 2002

Sang-Wook Kim, Sanghyun Park, Wan Choi

Indexing Technique for Similarity Matching in Large Video Databases

January 01, 2002

Sanghyun Park, June-Suh Cho, Ki-Ho Hyun

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2001

Prefix-Querying: An Approach for Effective Subsequence Matching Under Time Warping in Sequence Databases

November 01, 2001

Sanghyun Park, Sang-Wook Kim, June-Suh Cho, Sriram Padmanabhan

An Index-Based Approach for Similarity Search Supporting Time Warping in Large Sequence Databases;

April 01, 2001

Sang-Wook Kim, Sanghyun Park, Wesley W. Chu

Segment-Based Approach for Similarity Searches in Sequence Databases

March 01, 2001

Sanghyun Park, Sang-Wook Kim, Wesley W. Chu

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2000

Discovering and Matching Elastic Rules From Sequence Databases

October 01, 2000

Sanghyun Park, Wesley W. Chu

Efficient Searches for Similar Subsequences of Different Lengths in Sequence Databases

February 01, 2000

Sanghyun Park, Wesley W Chu, Jeehee Yoon, Chihcheng Hsu

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1999

Fast Retrieval of Similar Subsequences in Long Sequence Databases

November 01, 1999

Sanghyun Park, Dongwon Lee, Wesley W. Chu

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1991

Hangul Application Generator for Relational Database Systems

March 01, 1991

Sanghyun Park, Sukho Lee

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