Min-Soo Kim

69 papers A* 10A 1B 4C 1Journal 38Unranked 15
YearRankTypeTitle / Venue / Authors
2025 — conf
FlexGNN: A High-Performance, Large-Scale Full-Graph GNN System with Best-Effort Training Plan Optimization.
KDD (2)
Jeongmin Bae, Donghyoung Han, Min-Soo Kim
2025 A* conf
GFlux: A Fast GPU-Based Out-of-Memory Multi-Hop Query Processing Framework for Trillion-Edge Graphs.
ICDE
Seyeon Oh, Heeyong Yoon, Donghyoung Han, Min-Soo Kim
2025 J jnl
SPATS: a practical system for comparative analysis of spatio-temporal graph neural networks.
Clust. Comput.
Heeyong Yoon, Kang-Wook Chon, Min-Soo Kim
2025 J jnl
SearchLight: Neural Architecture Search for Lightweight Spatio-Temporal Graph Neural Networks.
IEEE Access
Heeyong Yoon, Jinhong Jung, Kang-Wook Chon, Min-Soo Kim
2025 J jnl
TAGDN: type-aligning graph diffusion network for capturing long-range dependencies in heterogeneous graphs without over-squashing and over-smoothing.
Neural Comput. Appl.
Seong Jin Ahn, Min-Soo Kim, Myoung Ho Kim
2025 J jnl
cuMatch: A GPU-based Memory-Efficient Worst-case Optimal Join Processing Method for Subgraph Queries with Complex Patterns.
Proc. ACM Manag. Data
Sungwoo Park, Seyeon Oh, Min-Soo Kim
2024 — conf
Comparison of self-supervised learning methods for optical coherence tomography image classification.
ICMHI
Sungho Shim, Hyun-Lim Yang, Min-Soo Kim
2024 — conf
FedSTGNN: A Federated Spatio-Temporal Graph Neural Network.
ICTC
Heeyong Yoon, Kang-Wook Chon, Min-Soo Kim
2024 J jnl
GPUTucker: Large-Scale GPU-Based Tucker Decomposition Using Tensor Partitioning.
Expert Syst. Appl.
Jihye Lee, Donghyoung Han, Oh-Kyoung Kwon, Kang-Wook Chon, Min-Soo Kim
2024 A conf
HTFabric: A Fast Re-ordering and Parallel Re-execution Method for a High-Throughput Blockchain.
CIKM
Jaeyub Song, Juyeong Jeong, Jemin Lee, Inju Na, Min-Soo Kim
2024 B conf
INFINEL: An efficient GPU-based processing method for unpredictable large output graph queries.
PPoPP
Sungwoo Park, Seyeon Oh, Min-Soo Kim
2023 — conf
A BERT-enhanced Graph Neural Network for Knowledge Base Population.
BigComp
Heechul Lim, Min-Soo Kim
2023 — conf
A GPU-based tensor decomposition method for large-scale tensors.
BigComp
Jihye Lee, Kang-Wook Chon, Min-Soo Kim
2023 J jnl
Active learning using Generative Adversarial Networks for improving generalization and avoiding distractor points.
Expert Syst. Appl.
Heechul Lim, Kang-Wook Chon, Min-Soo Kim
2023 J jnl
ConnectomeNet: A Unified Deep Neural Network Modeling Framework for Multi-Task Learning.
IEEE Access
Heechul Lim, Kang-Wook Chon, Min-Soo Kim
2023 J jnl
Ensuring Data Freshness in Wireless Monitoring Networks: Age-of-Information-Sensitive Coverage and Energy Efficiency Perspectives.
IEEE Internet Things J.
Jinwoong Kim, Minsu Kim, Min-Soo Kim, Jemin Lee
2023 J jnl
Facing to Latency of Hyperledger Fabric for Blockchain-Enabled IoT: Modeling and Analysis.
IEEE Netw.
Sungho Lee, Minsu Kim, Jemin Lee, Ruei-Hau Hsu, Min-Soo Kim, Tony Q. S. Quek
2023 J jnl
VPrimer: A Method of Designing and Updating Primer and Probe With High Variant Coverage for RNA Virus Detection.
IEEE ACM Trans. Comput. Biol. Bioinform.
Hajin Jeon, Jeongmin Bae, Hyerin Kim, Min-Soo Kim
2023 J jnl
Your lottery ticket is damaged: Towards all-alive pruning for extremely sparse networks.
Inf. Sci.
DaeJin Kim, Min-Soo Kim, Hyunjung Shim, Jongwuk Lee
2022 — conf
FuseME: Distributed Matrix Computation Engine based on Cuboid-based Fused Operator and Plan Generation.
SIGMOD Conference
Donghyoung Han, Jongwuk Lee, Min-Soo Kim
2022 J jnl
SGMiner: A Fast and Scalable GPU-Based Frequent Pattern Miner on SSDs.
IEEE Access
Kang-Wook Chon, Eunjeong Yi, Min-Soo Kim
2022 J jnl
TENAS: Using Taylor Expansion and Channel-Level Skip Connection for Neural Architecture Search.
IEEE Access
Heechul Lim, Min-Soo Kim
2022 J jnl
Tweaking Deep Neural Networks.
IEEE Trans. Pattern Anal. Mach. Intell.
Jinwook Kim, Heeyong Yoon, Min-Soo Kim
2021 — conf
A Web-based Method for Designing and Validating Primer-probe Sets for SARS-CoV-2.
BIBM
Hajin Jeon, Jeongmin Bae, Min-Soo Kim
2021 — conf
Exploiting Triangle Patterns for Heterogeneous Graph Attention Network.
ICWE Workshops
Eunjeong Yi, Min-Soo Kim
2021 J jnl
GPrimer: a fast GPU-based pipeline for primer design for qPCR experiments.
BMC Bioinform.
Jeongmin Bae, Hajin Jeon, Min-Soo Kim
2021 A* conf
LineageBA: A Fast, Exact and Scalable Graph Generation for the Barabási-Albert Model.
ICDE
Himchan Park, Min-Soo Kim
2021 A* conf
Trillion-scale Graph Processing Simulation based on Top-Down Graph Upscaling.
ICDE
Himchan Park, Jinjun Xiong, Min-Soo Kim
2020 C conf
A Deep Learning Method for Intraoperative Age-agnostic and Disease-specific Cardiac Output Monitoring from Arterial Blood Pressure.
BIBE
Hyun-Lim Yang, Hyung-Chul Lee, Chul-Woo Jung, Min-Soo Kim
2020 B conf
Improving Neural Networks using Slice Models for Similar Classes.
DSAA
Jinwook Kim, Min-Soo Kim
2020 — conf
SPRINTER: A Fast n-ary Join Query Processing Method for Complex OLAP Queries.
SIGMOD Conference
Yoon-Min Nam, Donghyoung Han, Min-Soo Kim
2019 J jnl
A parallel query processing system based on graph-based database partitioning.
Inf. Sci.
Yoon-Min Nam, Donghyoung Han, Min-Soo Kim
2019 — conf
DistME: A Fast and Elastic Distributed Matrix Computation Engine using GPUs.
SIGMOD Conference
Donghyoung Han, Yoon-Min Nam, Jihye Lee, Kyongseok Park, Hyunwoo Kim, Min-Soo Kim
2019 J jnl
MRPrimerW2: an enhanced tool for rapid design of valid high-quality primers with multiple search modes for qPCR experiments.
Nucleic Acids Res.
Hajin Jeon, Jeongmin Bae, Sang-Hyun Hwang, Kyu-Young Whang, Hyun-Seob Lee, Hyerin Kim, Min-Soo Kim
2018 A* conf
A Graph-Based Database Partitioning Method for Parallel OLAP Query Processing.
ICDE
Yoon-Min Nam, Min-Soo Kim, Donghyoung Han
2018 J jnl
BIGMiner: a fast and scalable distributed frequent pattern miner for big data.
Clust. Comput.
Kang-Wook Chon, Min-Soo Kim
2018 A* conf
EvoGraph: An Effective and Efficient Graph Upscaling Method for Preserving Graph Properties.
KDD
Himchan Park, Min-Soo Kim
2018 J jnl
GMiner: A fast GPU-based frequent itemset mining method for large-scale data.
Inf. Sci.
Kang-Wook Chon, Sang-Hyun Hwang, Min-Soo Kim
2018 — conf
SciDFS: An In-Situ Processing System for Scientific Array Data Based on Distributed File System.
BigComp
Donghyoung Han, Yoon-Min Nam, Min-Soo Kim, Kyongseok Park, Sunggeun Han
2017 — conf
A distributed in-situ analysis method for large-scale scientific data.
BigComp
Donghyoung Han, Yoon-Min Nam, Min-Soo Kim
2017 J jnl
MRPrimerV: a database of PCR primers for RNA virus detection.
Nucleic Acids Res.
Hyerin Kim, NaNa Kang, Kyuhyeon An, Doyun Kim, Jae Hyung Koo, Min-Soo Kim
2017 J jnl
SSDPrimer: an SSD-based primer design method for a private sequence DB.
Int. J. Data Min. Bioinform.
Kang-Wook Chon, Sang-Hyun Hwang, Kyuhyeon An, Min-Soo Kim
2017 — conf
TrillionG: A Trillion-scale Synthetic Graph Generator using a Recursive Vector Model.
SIGMOD Conference
Himchan Park, Min-Soo Kim
2016 A* conf
DSP-CC: I/O efficient parallel computation of connected components in billion-scale networks.
ICDE
Min-Soo Kim, Sangyeon Lee, Wook-Shin Han, Himchan Park, Jeong-Hoon Lee
2016 — conf
GTS: A Fast and Scalable Graph Processing Method based on Streaming Topology to GPUs.
SIGMOD Conference
Min-Soo Kim, Kyuhyeon An, Himchan Park, Hyunseok Seo, Jinwook Kim
2016 J jnl
MRPrimerW: a tool for rapid design of valid high-quality primers for multiple target qPCR experiments.
Nucleic Acids Res.
Hyerin Kim, NaNa Kang, Kyuhyeon An, Jae Hyung Koo, Min-Soo Kim
2015 J jnl
An efficient algorithm for updating regular expression indexes in RDF databases.
Int. J. Data Min. Bioinform.
Jinsoo Lee, Romans Kasperovics, Wook-Shin Han, Jeong-Hoon Lee, Min-Soo Kim, Hune Cho
2015 J jnl
DB-IR integration using tight-coupling in the Odysseus DBMS.
World Wide Web
Kyu-Young Whang, Jae-Gil Lee, Min-Jae Lee, Wook-Shin Han, Min-Soo Kim, Jun-Sung Kim
2015 J jnl
DSP-CC-: I/O Efficient Parallel Computation of Connected Components in Billion-Scale Networks.
IEEE Trans. Knowl. Data Eng.
Min-Soo Kim, Sangyeon Lee, Wook-Shin Han, Himchan Park, Jeong-Hoon Lee
2015 B conf
GStream: a graph streaming processing method for large-scale graphs on GPUs.
PPoPP
Hyunseok Seo, Jinwook Kim, Min-Soo Kim
2014 J jnl
Enhanced chained and Cuckoo hashing methods for multi-core CPUs.
Clust. Comput.
Euihyeok Kim, Min-Soo Kim
2014 J jnl
Joins on Encoded and Partitioned Data.
Proc. VLDB Endow.
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
2014 J jnl
Leveraging spatial join for robust tuple extraction from web pages.
Inf. Sci.
Wook-Shin Han, Wooseong Kwak, Hwanjo Yu, Jeong-Hoon Lee, Min-Soo Kim
2013 A* conf
TurboGraph: a fast parallel graph engine handling billion-scale graphs in a single PC.
KDD
Wook-Shin Han, Sangyeon Lee, Kyungyeol Park, Jeong-Hoon Lee, Min-Soo Kim, Jinha Kim, Hwanjo Yu
2012 J jnl
Business Analytics in (a) Blink.
IEEE Data Eng. Bull.
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
2011 — conf
Blink: Not Your Father's Database!
BIRTE
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
2010 J jnl
Structural consistency: enabling XML keyword search to eliminate spurious results consistently.
VLDB J.
Ki-Hoon Lee, Kyu-Young Whang, Wook-Shin Han, Min-Soo Kim
2010 J jnl
Tightly-coupled spatial database features in the Odysseus/OpenGIS DBMS for high-performance.
GeoInformatica
Kyu-Young Whang, Jae-Gil Lee, Min-Soo Kim, Min-Jae Lee, Ki-Hoon Lee, Wook-Shin Han, Jun-Sung Kim
2009 J jnl
A Logical Model and Data Placement Strategies for MEMS Storage Devices.
IEICE Trans. Inf. Syst.
Yi-Reun Kim, Kyu-Young Whang, Min-Soo Kim, Il-Yeol Song
2009 J jnl
A Particle-and-Density Based Evolutionary Clustering Method for Dynamic Networks.
Proc. VLDB Endow.
Min-Soo Kim, Jiawei Han
2009 B conf
CHRONICLE: A Two-Stage Density-Based Clustering Algorithm for Dynamic Networks.
Discovery Science
Min-Soo Kim, Jiawei Han
2009 J jnl
Structural Consistency: Enabling XML Keyword Search to Eliminate Spurious Results Consistently
CoRR
Ki-Hoon Lee, Kyu-Young Whang, Wook-Shin Han, Min-Soo Kim
2009 J jnl
The partitioned-layer index: Answering monotone top-k queries using the convex skyline and partitioning-merging technique.
Inf. Sci.
Jun-Seok Heo, Kyu-Young Whang, Min-Soo Kim, Yi-Reun Kim, Il-Yeol Song
2008 J jnl
A Logical Model and Data Placement Strategies for MEMS Storage Devices
CoRR
Yi-Reun Kim, Kyu-Young Whang, Min-Soo Kim, Il-Yeol Song
2008 J jnl
Structural optimization of a full-text
VLDB J.
Min-Soo Kim, Kyu-Young Whang, Jae-Gil Lee, Min-Jae Lee
2007 A* conf
Odysseus: a High-Performance ORDBMS Tightly-Coupled with Spatial Database Features.
ICDE
Kyu-Young Whang, Jae-Gil Lee, Min-Soo Kim, Min-Jae Lee, Ki-Hoon Lee
2007 J jnl
n-Gram/2L-approximation: a two-level n-gram inverted index structure for approximate string matching.
Comput. Syst. Sci. Eng.
Min-Soo Kim, Kyu-Young Whang, Jae-Gil Lee
2005 A* conf
Odysseus: A High-Performance ORDBMS Tightly-Coupled with IR Features.
ICDE
Kyu-Young Whang, Min-Jae Lee, Jae-Gil Lee, Min-Soo Kim, Wook-Shin Han
2005 A* conf
n-Gram/2L: A Space and Time Efficient Two-Level n-Gram Inverted Index Structure.
VLDB
Min-Soo Kim, Kyu-Young Whang, Jae-Gil Lee, Min-Jae Lee