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Min-Soo Kim 0002

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affiliation: Korea Advanced Institute of Science and Technology, KAIST, Korea
affiliation (former): Daegu Gyeongbuk Institute of Science & Technology, DGIST

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2024
[j31]
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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): 121445 (2024)
2023
[j30]
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Heechul Lim, Kang-Wook Chon, Min-Soo Kim:
ConnectomeNet: A Unified Deep Neural Network Modeling Framework for Multi-Task Learning. IEEE Access 11: 34297-34308 (2023)
[j29]
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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: 120193 (2023)
[j28]
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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): 12811-12825 (2023)
[j27]
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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): 232-239 (2023)
[j26]
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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): 775-784 (2023)
2022
[j25]
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Kang-Wook Chon, Eunjeong Yi, Min-Soo Kim:
SGMiner: A Fast and Scalable GPU-Based Frequent Pattern Miner on SSDs. IEEE Access 10: 62502-62519 (2022)
[j24]
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Heechul Lim, Min-Soo Kim:
TENAS: Using Taylor Expansion and Channel-Level Skip Connection for Neural Architecture Search. IEEE Access 10: 84790-84798 (2022)
[j23]
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Jinwook Kim, Heeyong Yoon, Min-Soo Kim:
Tweaking Deep Neural Networks. IEEE Trans. Pattern Anal. Mach. Intell. 44(9): 5715-5728 (2022)
2021
[j22]
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Jeongmin Bae, Hajin Jeon, Min-Soo Kim:
GPrimer: a fast GPU-based pipeline for primer design for qPCR experiments. BMC Bioinform. 22(1): 220 (2021)
2019
[j21]
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Yoon-Min Nam, Donghyoung Han, Min-Soo Kim:
A parallel query processing system based on graph-based database partitioning. Inf. Sci. 480: 237-260 (2019)
[j20]
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  - journals/nar/JeonBHWLK019
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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): W614-W622 (2019)
2018
[j19]
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Kang-Wook Chon, Min-Soo Kim:
BIGMiner: a fast and scalable distributed frequent pattern miner for big data. Clust. Comput. 21(3): 1507-1520 (2018)
[j18]
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Kang-Wook Chon, Sang-Hyun Hwang, Min-Soo Kim:
GMiner: A fast GPU-based frequent itemset mining method for large-scale data. Inf. Sci. 439-440: 19-38 (2018)
2017
[j17]
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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): 252-267 (2017)
[j16]
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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): D475-D481 (2017)
2016
[j15]
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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): W259-W266 (2016)
2015
[j14]
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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): 205-222 (2015)
[j13]
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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): 2658-2671 (2015)
[j12]
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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): 491-520 (2015)
2014
[j11]
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Euihyeok Kim, Min-Soo Kim:
Enhanced chained and Cuckoo hashing methods for multi-core CPUs. Clust. Comput. 17(3): 665-680 (2014)
[j10]
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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: 132-148 (2014)
[j9]
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  - journals/pvldb/LeeABCDHI0LLMMPQRSSSZ14
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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): 1355-1366 (2014)
2012
[j8]
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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): 9-14 (2012)
2010
[j7]
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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): 425-446 (2010)
[j6]
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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): 503-529 (2010)
2009
[j5]
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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. 92-D(11): 2218-2234 (2009)
[j4]
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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): 3286-3308 (2009)
[j3]
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Min-Soo Kim, Jiawei Han:
A Particle-and-Density Based Evolutionary Clustering Method for Dynamic Networks. Proc. VLDB Endow. 2(1): 622-633 (2009)
2008
[j2]
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Min-Soo Kim, Kyu-Young Whang, Jae-Gil Lee, Min-Jae Lee:
Structural optimization of a full-text n -gram index using relational normalization. VLDB J. 17(6): 1485-1507 (2008)
2007
[j1]
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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)

Conference and Workshop Papers

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2024
[c26]
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Sungwoo Park, Seyeon Oh, Min-Soo Kim:
INFINEL: An efficient GPU-based processing method for unpredictable large output graph queries. PPoPP 2024: 147-159
2023
[c25]
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Jihye Lee, Kang-Wook Chon, Min-Soo Kim:
A GPU-based tensor decomposition method for large-scale tensors. BigComp 2023: 77-80
[c24]
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Heechul Lim, Min-Soo Kim:
A BERT-enhanced Graph Neural Network for Knowledge Base Population. BigComp 2023: 81-84
2022
[c23]
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  - conf/sigmod/HanL022
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Donghyoung Han, Jongwuk Lee, Min-Soo Kim:
FuseME: Distributed Matrix Computation Engine based on Cuboid-based Fused Operator and Plan Generation. SIGMOD Conference 2022: 1891-1904
2021
[c22]
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Hajin Jeon, Jeongmin Bae, Min-Soo Kim:
A Web-based Method for Designing and Validating Primer-probe Sets for SARS-CoV-2. BIBM 2021: 1339-1342
[c21]
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Himchan Park, Min-Soo Kim:
LineageBA: A Fast, Exact and Scalable Graph Generation for the Barabási-Albert Model. ICDE 2021: 540-551
[c20]
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Himchan Park, Jinjun Xiong, Min-Soo Kim:
Trillion-scale Graph Processing Simulation based on Top-Down Graph Upscaling. ICDE 2021: 1512-1523
[c19]
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Eunjeong Yi, Min-Soo Kim:
Exploiting Triangle Patterns for Heterogeneous Graph Attention Network. ICWE Workshops 2021: 71-81
2020
[c18]
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  - conf/bibe/YangLJK20
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Hyun-Lim Yang, Hyung-Chul Lee, Chul-Woo Jung, Min-Soo Kim:
A Deep Learning Method for Intraoperative Age-agnostic and Disease-specific Cardiac Output Monitoring from Arterial Blood Pressure. BIBE 2020: 662-666
[c17]
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Jinwook Kim, Min-Soo Kim:
Improving Neural Networks using Slice Models for Similar Classes. DSAA 2020: 771-772
[c16]
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Yoon-Min Nam, Donghyoung Han, Min-Soo Kim:
SPRINTER: A Fast n-ary Join Query Processing Method for Complex OLAP Queries. SIGMOD Conference 2020: 2055-2070
2019
[c15]
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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: 759-774
2018
[c14]
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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: 375-382
[c13]
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Yoon-Min Nam, Min-Soo Kim, Donghyoung Han:
A Graph-Based Database Partitioning Method for Parallel OLAP Query Processing. ICDE 2018: 1025-1036
[c12]
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Himchan Park, Min-Soo Kim:
EvoGraph: An Effective and Efficient Graph Upscaling Method for Preserving Graph Properties. KDD 2018: 2051-2059
2017
[c11]
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Donghyoung Han, Yoon-Min Nam, Min-Soo Kim:
A distributed in-situ analysis method for large-scale scientific data. BigComp 2017: 69-75
[c10]
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Himchan Park, Min-Soo Kim:
TrillionG: A Trillion-scale Synthetic Graph Generator using a Recursive Vector Model. SIGMOD Conference 2017: 913-928
2016
[c9]
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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: 1504-1505
[c8]
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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: 447-461
2015
[c7]
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Hyunseok Seo, Jinwook Kim, Min-Soo Kim:
GStream: a graph streaming processing method for large-scale graphs on GPUs. PPoPP 2015: 253-254
2013
[c6]
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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: 77-85
2011
[c5]
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  - conf/birte/BarberBCDHHIKKLLLMMMPQRSSS11
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  - https://dblp.org/rec/conf/birte/BarberBCDHHIKKLLLMMMPQRSSS11
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: 1-22
2009
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Min-Soo Kim, Jiawei Han:
CHRONICLE: A Two-Stage Density-Based Clustering Algorithm for Dynamic Networks. Discovery Science 2009: 152-167
2007
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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: 1493-1494
2005
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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: 1104-1005
[c1]
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  - conf/vldb/KimWLL05
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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: 325-336

Informal and Other Publications

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2009
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Ki-Hoon Lee, Kyu-Young Whang, Wook-Shin Han, Min-Soo Kim:
Structural Consistency: Enabling XML Keyword Search to Eliminate Spurious Results Consistently. CoRR abs/0911.4329 (2009)
2008
[i1]
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Yi-Reun Kim, Kyu-Young Whang, Min-Soo Kim, Il-Yeol Song:
A Logical Model and Data Placement Strategies for MEMS Storage Devices. CoRR abs/0807.4580 (2008)

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