Toward Scalable Tucker Decomposition: Skew-Aware Multi-Level Partitioning with GPU–Storage Co-Processing (Accepted)
Seung Hyeon Song, Jihye Lee, Chanki Kim*, Kang-Wook Chon*
IEEE International Conference on Data Engineering (ICDE), Montréal, Canada, May 4-8, 2026 (BK CS 우수 국제 학술대회 인정 IF3)
Enhancing Reverse Distillation with Core Exemplar Learning for Unified Multi-Class Anomaly Detection
Heechul Lim, Min-Soo Kim, Hyun-Boo Lee, Suk-Ju Kang, Kang-Wook Chon*, Haeyun Lee*
The IEEE/CVF Winter Conference on Applications of Computer Vision (WACV), Tucson, USA, Mar. 6-10, 2026 (정보과학회 우수학술대회 A, acceptance rate 33.7%)
A Federated Learning Framework for Arbitrary Spatio-Temporal Graph Neural Networks
Heeyong Yoon, Kang-Wook Chon*, Min-Soo Kim*
Engineering Applications of Artificial Intelligence (ISSN: 0952-1976), Vol. 162, Part E, Dec. 2025 (SCIE, IF=8.0, Top 3%)
SearchLight: Neural Architecture Search for Lightweight Spatio-Temporal Graph Neural Networks
Heeyong Yoon, Jinhong Jung, Kang-Wook Chon*, Min-Soo Kim*
IEEE Access (ISSN: 2169-3536), Sep. 2025 (SCIE, IF=3.6)
SPATS: A Practical System for Comparative Analysis of Spatio-Temporal Graph Neural Networks
Heeyong Yoon, Kang-Wook Chon*, Min-Soo Kim*
Cluster Computing (ISSN: 1386-7857), Vol. 28, Sep. 2025 (SCIE, IF=4.4)
FedSTGNN: A Federated Spatio-Temporal Graph Neural Network
Heeyong Yoon, Kang-Wook Chon*, Min-Soo Kim*
The 15th International Conference on Information and Communication Technology Convergence (ICTC), Jeju, Korea, Oct. 16-18, 2024
GMiner++: Boosting GPU-based Frequent Itemset Mining by Reducing Redundant Computations
Kang-Wook Chon, Chanki Kim*
Expert Systems with Applications (ISSN: 0957-4174), Vol. 250, Sep. 2024 (SCIE, IF=8.665, Top 10%)
Accelerating Erasure Coding by Exploiting Multiple Repair Paths in Distributed Storage Systems
Chanki Kim, Kang-Wook Chon*
Cluster Computing (ISSN: 1386-7857), Vol. 27, pp. 8621-8635, Apr. 2024 (SCIE, IF=4.4)
GPUTucker: Large-scale GPU-based Tucker Decomposition using Tensor Partitioning
Jihye Lee, Donghyoung Han, Oh-Kyoung Kwon, Kang-Wook Chon*, Min-Soo Kim*
Expert Systems with Applications (ISSN: 0957-4174), Vol. 237, Part A, pp. 121445, Mar. 2024 (SCIE, IF=8.665, Top 10%)
Active Learning Using Generative Adversarial Networks for Improving Generalization and Avoiding Distractor Points
Heechul Lim, Kang-Wook Chon*, Min-Soo Kim*
Expert Systems with Applications (ISSN: 0957-4174), Vol. 227, pp. 120193, Oct. 2023 (SCIE, IF=8.665, Top 10%)
ConnectomeNet: a Unified Deep Neural Network Modeling Framework for Multi-task Learning
Heechul Lim, Kang-Wook Chon*, Min-Soo Kim*
IEEE Access (ISSN: 2169-3536), Vol. 11, pp. 34297 - 34308, Mar. 2023 (SCIE, IF=3.476)
A GPU-based Tensor Decomposition Method for Large-scale Tensors
Jihye Lee, Kang-Wook Chon*, Min-Soo Kim*
IEEE International Conference on Big Data and Smart Computing (BigComp), Jeju, Korea, Feb. 15, 2023 (Best Paper Award)
SGMiner: A Fast and Scalable GPU-based Frequent Pattern Miner on SSDs
Kang-Wook Chon, Eunjeong Yi, Min-Soo Kim*
IEEE Access (ISSN: 2169-3536), Vol. 10, pp. 62502-62519, June 1, 2022 (SCIE, IF=3.476)
GMiner: A fast GPU-based frequent itemset mining method for large-scale data
Kang-Wook Chon, Sang-Hyun Hwang, Min-Soo Kim*
Information Sciences (ISSN: 0020-0255), Vol. 439-440, pp.19-38, May 2018 (SCIE, IF=8.233, Top 10%)
BIGMiner: a fast and scalable distributed frequent pattern miner for big data
Kang-Wook Chon, Min-Soo Kim*
Cluster Computing (ISSN: 1386-7857), Vol. 21, Issue 3, pp.1507-1520, Feb. 9, 2018 (SCIE, IF=2.303)
SSDPrimer: an SSD-based primer design method for a private sequence DB
Kang-Wook Chon, Sang Hyun Hwang, Kyuhyeon An, Min-Soo Kim*
International Journal of Data Mining and Bioinformatics (ISSN: 1748-5673), Vol. 18, Issue 3, pp.252, Oct. 3, 2017 (SCIE, IF=0.339)
SSDMiner: A Scalable and Fast Disk-Based Frequent Pattern Miner
Kang-Wook Chon, Min-Soo Kim*
7th International Conference on Emerging Databases - Technologies, Applications, and Theory (EDB), Busan, Republic of Korea, Aug. 7, 2017 (Best Paper Runner-up Award)
MRPrimer: a MapReduce-based method for the thorough design of valid and ranked primers for PCR
Hyerin Kim, NaNa Kang, Kang-Wook Chon, Seonho Kim, NaHye Lee, JaeHyung Koo*, Min-Soo Kim*
Nucleic Acids Research (ISSN: 1362-4962), Vol. 43, Issue 20, pp.e130-e130, June 24, 2015 (SCIE, IF=19.160, Top 3%)
* Corresponding Authors