Min-Soo Kim

Publication Activity (10 Years)

Years Active: 2005-2024
Publications (10 Years): 32

Top Topics

Parallel Computation

Virus Detection

Top Venues

SIGMOD Conference

Nucleic Acids Res.

Publications

Jihye Lee, Donghyoung Han, Oh-Kyoung Kwon, Kang-Wook Chon, Min-Soo Kim
GPUTucker: Large-Scale GPU-Based Tucker Decomposition Using Tensor Partitioning. Expert Syst. Appl. 237 (Part A) (2024)
Jinwoong Kim, Minsu Kim, Min-Soo Kim, Jemin Lee
Ensuring Data Freshness in Wireless Monitoring Networks: Age-of-Information-Sensitive Coverage and Energy Efficiency Perspectives. IEEE Internet Things J. 10 (14) (2023)
Heechul Lim, Kang-Wook Chon, Min-Soo Kim
Active learning using Generative Adversarial Networks for improving generalization and avoiding distractor points. Expert Syst. Appl. 227 (2023)
Heechul Lim, Kang-Wook Chon, Min-Soo Kim
ConnectomeNet: A Unified Deep Neural Network Modeling Framework for Multi-Task Learning. IEEE Access 11 (2023)
Hajin Jeon, Jeongmin Bae, Hyerin Kim, Min-Soo Kim
VPrimer: A Method of Designing and Updating Primer and Probe With High Variant Coverage for RNA Virus Detection. IEEE ACM Trans. Comput. Biol. Bioinform. 20 (1) (2023)
Sungho Lee, Minsu Kim, Jemin Lee, Ruei-Hau Hsu, Min-Soo Kim, Tony Q. S. Quek
Facing to Latency of Hyperledger Fabric for Blockchain-Enabled IoT: Modeling and Analysis. IEEE Netw. 37 (6) (2023)
Heechul Lim, Min-Soo Kim
A BERT-enhanced Graph Neural Network for Knowledge Base Population. BigComp (2023)
Heechul Lim, Min-Soo Kim
TENAS: Using Taylor Expansion and Channel-Level Skip Connection for Neural Architecture Search. IEEE Access 10 (2022)
Donghyoung Han, Jongwuk Lee, Min-Soo Kim
FuseME: Distributed Matrix Computation Engine based on Cuboid-based Fused Operator and Plan Generation. SIGMOD Conference (2022)
Kang-Wook Chon, Eunjeong Yi, Min-Soo Kim
SGMiner: A Fast and Scalable GPU-Based Frequent Pattern Miner on SSDs. IEEE Access 10 (2022)
Jinwook Kim, Heeyong Yoon, Min-Soo Kim
Tweaking Deep Neural Networks. IEEE Trans. Pattern Anal. Mach. Intell. 44 (9) (2022)
Himchan Park, Jinjun Xiong, Min-Soo Kim
Trillion-scale Graph Processing Simulation based on Top-Down Graph Upscaling. ICDE (2021)
Himchan Park, Min-Soo Kim
LineageBA: A Fast, Exact and Scalable Graph Generation for the Barabási-Albert Model. ICDE (2021)
Hajin Jeon, Jeongmin Bae, Min-Soo Kim
A Web-based Method for Designing and Validating Primer-probe Sets for SARS-CoV-2. BIBM (2021)
Jeongmin Bae, Hajin Jeon, Min-Soo Kim
GPrimer: a fast GPU-based pipeline for primer design for qPCR experiments. BMC Bioinform. 22 (1) (2021)
Jinwook Kim, Min-Soo Kim
Improving Neural Networks using Slice Models for Similar Classes. DSAA (2020)
Yoon-Min Nam, Donghyoung Han, Min-Soo Kim
SPRINTER: A Fast n-ary Join Query Processing Method for Complex OLAP Queries. SIGMOD Conference (2020)
Yoon-Min Nam, Donghyoung Han, Min-Soo Kim
A parallel query processing system based on graph-based database partitioning. Inf. Sci. 480 (2019)
Donghyoung Han, Yoon-Min Nam, Jihye Lee, Kyongseok Park, Hyunwoo Kim, Min-Soo Kim
DistME: A Fast and Elastic Distributed Matrix Computation Engine using GPUs. SIGMOD Conference (2019)
Hajin Jeon, Jeongmin Bae, Sang-Hyun Hwang, Kyu-Young Whang, Hyun-Seob Lee, Hyerin Kim, Min-Soo Kim
MRPrimerW2: an enhanced tool for rapid design of valid high-quality primers with multiple search modes for qPCR experiments. Nucleic Acids Res. 47 (Webserver-Issue) (2019)
Yoon-Min Nam, Min-Soo Kim, Donghyoung Han
A Graph-Based Database Partitioning Method for Parallel OLAP Query Processing. ICDE (2018)
Himchan Park, Min-Soo Kim
EvoGraph: An Effective and Efficient Graph Upscaling Method for Preserving Graph Properties. KDD (2018)
Donghyoung Han, Yoon-Min Nam, Min-Soo Kim, Kyongseok Park, Sunggeun Han
SciDFS: An In-Situ Processing System for Scientific Array Data Based on Distributed File System. BigComp (2018)
Kang-Wook Chon, Min-Soo Kim
BIGMiner: a fast and scalable distributed frequent pattern miner for big data. Clust. Comput. 21 (3) (2018)
Kang-Wook Chon, Sang-Hyun Hwang, Min-Soo Kim
GMiner: A fast GPU-based frequent itemset mining method for large-scale data. Inf. Sci. (2018)
Himchan Park, Min-Soo Kim
TrillionG: A Trillion-scale Synthetic Graph Generator using a Recursive Vector Model. SIGMOD Conference (2017)
Kang-Wook Chon, Sang-Hyun Hwang, Kyuhyeon An, Min-Soo Kim
SSDPrimer: an SSD-based primer design method for a private sequence DB. Int. J. Data Min. Bioinform. 18 (3) (2017)
Hyerin Kim, NaNa Kang, Kyuhyeon An, Doyun Kim, Jae Hyung Koo, Min-Soo Kim
MRPrimerV: a database of PCR primers for RNA virus detection. Nucleic Acids Res. 45 (Database-Issue) (2017)
Donghyoung Han, Yoon-Min Nam, Min-Soo Kim
A distributed in-situ analysis method for large-scale scientific data. BigComp (2017)
Hyerin Kim, NaNa Kang, Kyuhyeon An, Jae Hyung Koo, Min-Soo Kim
MRPrimerW: a tool for rapid design of valid high-quality primers for multiple target qPCR experiments. Nucleic Acids Res. 44 (Webserver-Issue) (2016)
Min-Soo Kim, Kyuhyeon An, Himchan Park, Hyunseok Seo, Jinwook Kim
GTS: A Fast and Scalable Graph Processing Method based on Streaming Topology to GPUs. SIGMOD Conference (2016)
Min-Soo Kim, Sangyeon Lee, Wook-Shin Han, Himchan Park, Jeong-Hoon Lee
DSP-CC: I/O efficient parallel computation of connected components in billion-scale networks. ICDE (2016)
Kyu-Young Whang, Jae-Gil Lee, Min-Jae Lee, Wook-Shin Han, Min-Soo Kim, Jun-Sung Kim
DB-IR integration using tight-coupling in the Odysseus DBMS. World Wide Web 18 (3) (2015)
Min-Soo Kim, Sangyeon Lee, Wook-Shin Han, Himchan Park, Jeong-Hoon Lee
DSP-CC-: I/O Efficient Parallel Computation of Connected Components in Billion-Scale Networks. IEEE Trans. Knowl. Data Eng. 27 (10) (2015)
Jinsoo Lee, Romans Kasperovics, Wook-Shin Han, Jeong-Hoon Lee, Min-Soo Kim, Hune Cho
An efficient algorithm for updating regular expression indexes in RDF databases. Int. J. Data Min. Bioinform. 11 (2) (2015)
Hyunseok Seo, Jinwook Kim, Min-Soo Kim
GStream: a graph streaming processing method for large-scale graphs on GPUs. PPOPP (2015)
Wook-Shin Han, Wooseong Kwak, Hwanjo Yu, Jeong-Hoon Lee, Min-Soo Kim
Leveraging spatial join for robust tuple extraction from web pages. Inf. Sci. 261 (2014)
Jae-Gil Lee, Gopi K. Attaluri, Ronald Barber, Naresh Chainani, Oliver Draese, Frederick Ho, Stratos Idreos, Min-Soo Kim, Sam Lightstone, Guy M. Lohman, Konstantinos Morfonios, Keshava Murthy, Ippokratis Pandis, Lin Qiao, Vijayshankar Raman, Vincent Kulandai Samy, Richard Sidle, Knut Stolze, Liping Zhang
Joins on Encoded and Partitioned Data. Proc. VLDB Endow. 7 (13) (2014)
Euihyeok Kim, Min-Soo Kim
Enhanced chained and Cuckoo hashing methods for multi-core CPUs. Clust. Comput. 17 (3) (2014)
Wook-Shin Han, Sangyeon Lee, Kyungyeol Park, Jeong-Hoon Lee, Min-Soo Kim, Jinha Kim, Hwanjo Yu
TurboGraph: a fast parallel graph engine handling billion-scale graphs in a single PC. KDD (2013)
Ronald Barber, Peter Bendel, Marco Czech, Oliver Draese, Frederick Ho, Namik Hrle, Stratos Idreos, Min-Soo Kim, Oliver Koeth, Jae-Gil Lee, Tianchao Tim Li, Guy M. Lohman, Konstantinos Morfonios, René Müller, Keshava Murthy, Ippokratis Pandis, Lin Qiao, Vijayshankar Raman, Richard Sidle, Knut Stolze, Sandor Szabo
Business Analytics in (a) Blink. IEEE Data Eng. Bull. 35 (1) (2012)
Ronald Barber, Peter Bendel, Marco Czech, Oliver Draese, Frederick Ho, Namik Hrle, Stratos Idreos, Min-Soo Kim, Oliver Koeth, Jae-Gil Lee, Tianchao Tim Li, Guy M. Lohman, Konstantinos Morfonios, René Müller, Keshava Murthy, Ippokratis Pandis, Lin Qiao, Vijayshankar Raman, Sandor Szabo, Richard Sidle, Knut Stolze
Blink: Not Your Father's Database! BIRTE (2011)
Ki-Hoon Lee, Kyu-Young Whang, Wook-Shin Han, Min-Soo Kim
Structural consistency: enabling XML keyword search to eliminate spurious results consistently. VLDB J. 19 (4) (2010)
Kyu-Young Whang, Jae-Gil Lee, Min-Soo Kim, Min-Jae Lee, Ki-Hoon Lee, Wook-Shin Han, Jun-Sung Kim
Tightly-coupled spatial database features in the Odysseus/OpenGIS DBMS for high-performance. GeoInformatica 14 (4) (2010)
Jun-Seok Heo, Kyu-Young Whang, Min-Soo Kim, Yi-Reun Kim, Il-Yeol Song
The partitioned-layer index: Answering monotone top-k queries using the convex skyline and partitioning-merging technique. Inf. Sci. 179 (19) (2009)
Min-Soo Kim, Jiawei Han
CHRONICLE: A Two-Stage Density-Based Clustering Algorithm for Dynamic Networks. Discovery Science (2009)
Ki-Hoon Lee, Kyu-Young Whang, Wook-Shin Han, Min-Soo Kim
Structural Consistency: Enabling XML Keyword Search to Eliminate Spurious Results Consistently CoRR (2009)
Min-Soo Kim, Jiawei Han
A Particle-and-Density Based Evolutionary Clustering Method for Dynamic Networks. Proc. VLDB Endow. 2 (1) (2009)
Yi-Reun Kim, Kyu-Young Whang, Min-Soo Kim, Il-Yeol Song
A Logical Model and Data Placement Strategies for MEMS Storage Devices. IEICE Trans. Inf. Syst. (11) (2009)
Min-Soo Kim, Kyu-Young Whang, Jae-Gil Lee, Min-Jae Lee
-gram index using relational normalization. VLDB J. 17 (6) (2008)
Yi-Reun Kim, Kyu-Young Whang, Min-Soo Kim, Il-Yeol Song
A Logical Model and Data Placement Strategies for MEMS Storage Devices CoRR (2008)
Min-Soo Kim, Kyu-Young Whang, Jae-Gil Lee
n-Gram/2L-approximation: a two-level n-gram inverted index structure for approximate string matching. Comput. Syst. Sci. Eng. 22 (6) (2007)
Kyu-Young Whang, Jae-Gil Lee, Min-Soo Kim, Min-Jae Lee, Ki-Hoon Lee
Odysseus: a High-Performance ORDBMS Tightly-Coupled with Spatial Database Features. ICDE (2007)
Min-Soo Kim, Kyu-Young Whang, Jae-Gil Lee, Min-Jae Lee
n-Gram/2L: A Space and Time Efficient Two-Level n-Gram Inverted Index Structure. VLDB (2005)
Kyu-Young Whang, Min-Jae Lee, Jae-Gil Lee, Min-Soo Kim, Wook-Shin Han
Odysseus: A High-Performance ORDBMS Tightly-Coupled with IR Features. ICDE (2005)