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2020 – today
- 2026
[j40]Jong Seong Park, Jeongha Park, Jihyeok Choi
, Hyuk-Yoon Kwon:
Self-supervised inference of missing energy sources for enhancing energy consumption forecasting. Appl. Soft Comput. 192: 114732 (2026)- [j39]Seung-Kyu Hong, Dong-Seok Seo, Bum-Soo Kim, Hyuk-Yoon Kwon:
ConsBASE: End-to-end ETL pipeline for Korean construction document integration. SoftwareX 34: 102696 (2026) - [j38]Beyza Nur Kebeli, Hyuk-Yoon Kwon:
CTI-ANN: Self-Training-Based Annotation With Tailored Augmentation for Cyber Threat Intelligence Posts. IEEE Trans. Ind. Informatics 22(3): 1996-2007 (2026) - [j37]Min-Seon Kim, Ling Liu, Hyuk-Yoon Kwon:
Modular Model Adaptation for Online Learning in Streaming Text Classification. IEEE Trans. Knowl. Data Eng. 38(3): 1843-1856 (2026) - [c17]Jaebeom You, Seung-Kyu Hong, Ling Liu, Kisung Lee, Hyuk-Yoon Kwon:
Geo-Personalization Bias in News Search: Analyzing Filter Bubbles in Search Engine Results with Multi-Perspective LLM Annotation. WSDM 2026: 850-859 - [c16]Jaebeom You, Jaewon Lee, Sehun Lee, Hyuk-Yoon Kwon:
From Data to Model in Bias: A Statistical Analysis of Political Bias in the C4 Corpus and Its Impact on LLMs. WSDM 2026: 860-870 - [e11]Hyungsoo Jung, Tianzheng Wang, Masashi Toyoda, Hyuk-Yoon Kwon, Jae-woong Lee:
Database Systems for Advanced Applications - 31st International Conference, DASFAA 2026, Jeju, South Korea, April 27-30, 2026, Proceedings, Part I. Lecture Notes in Computer Science 16535, Springer 2026, ISBN 978-981-92-0362-8 [contents] - [e10]Hyungsoo Jung, Tianzheng Wang, Masashi Toyoda, Hyuk-Yoon Kwon, Jae-woong Lee:
Database Systems for Advanced Applications - 31st International Conference, DASFAA 2026, Jeju, South Korea, April 27-30, 2026, Proceedings, Part II. Lecture Notes in Computer Science 16536, Springer 2026, ISBN 978-981-92-0365-9 [contents] - [e9]Hyungsoo Jung, Tianzheng Wang, Masashi Toyoda, Hyuk-Yoon Kwon, Jae-woong Lee:
Database Systems for Advanced Applications - 31st International Conference, DASFAA 2026, Jeju, South Korea, April 27-30, 2026, Proceedings, Part III. Lecture Notes in Computer Science 16537, Springer 2026, ISBN 978-981-92-0368-0 [contents] - [e8]Hyungsoo Jung, Tianzheng Wang, Masashi Toyoda, Hyuk-Yoon Kwon, Jae-woong Lee:
Database Systems for Advanced Applications - 31st International Conference, DASFAA 2026, Jeju, South Korea, April 27-30, 2026, Proceedings, Part IV. Lecture Notes in Computer Science 16538, Springer 2026, ISBN 978-981-92-0371-0 [contents] - [e7]Hyungsoo Jung, Tianzheng Wang, Masashi Toyoda, Hyuk-Yoon Kwon, Jae-woong Lee:
Database Systems for Advanced Applications - 31st International Conference, DASFAA 2026, Jeju, South Korea, April 27-30, 2026, Proceedings, Part V. Lecture Notes in Computer Science 16539, Springer 2026, ISBN 978-981-92-0374-1 [contents] - [e6]Hyungsoo Jung, Tianzheng Wang, Masashi Toyoda, Hyuk-Yoon Kwon, Jae-woong Lee:
Database Systems for Advanced Applications - 31st International Conference, DASFAA 2026, Jeju, South Korea, April 27-30, 2026, Proceedings, Part VI. Lecture Notes in Computer Science 16540, Springer 2026, ISBN 978-981-92-0377-2 [contents] - [i5]Quan Minh Nguyen, Min-Seon Kim, Hoang M. Ngo, Trong Nghia Hoang, Hyuk-Yoon Kwon, My T. Thai:
Leveraging Soft Prompts for Privacy Attacks in Federated Prompt Tuning. CoRR abs/2601.06641 (2026) - 2025
- [j36]Yujung Hwang, Chanhyeok Kim, Gangmin Park, Hyuk-Yoon Kwon:
Affective audio feature-based multimodal learning model for extracting video highlights. Appl. Soft Comput. 183: 113600 (2025) - [j35]Changdae Lee, Hyukyoon Kwon, Young Il Lee:
OPC UA-based three-layer architecture for aggregated microgrids integrating edge cloud computing and IEC 62264. J. Ind. Inf. Integr. 48: 100965 (2025) - [j34]Bo-Young Lim, Jeongha Park, Kisung Lee, Hyuk-Yoon Kwon:
Multi-Level Graph Representation Learning Through Predictive Community-based Partitioning. Proc. ACM Manag. Data 3(1): 56:1-56:27 (2025) - [j33]Jeonghwan Im, Changdae Lee, Young Il Lee, Hyuk-Yoon Kwon:
Orchestration of Edge Controller and Cloud Metric Engine for Managing OPC UA-Based Microgrids. IEEE Trans. Ind. Informatics 21(9): 7086-7097 (2025) - [c15]Jaeseok Jang, Hyuk-Yoon Kwon:
TAIL-MIL: Time-Aware and Instance-Learnable Multiple Instance Learning for Multivariate Time Series Anomaly Detection. AAAI 2025: 17582-17589 - [c14]Jaebeom You, Seung-Kyu Hong, Ling Liu, Kisung Lee, Hyuk-Yoon Kwon:
FAIR-SE: Framework for Analyzing Information Disparities in Search Engines with Diverse LLM-Generated Personas. CIKM 2025: 3920-3930 - [c13]Seung-Kyu Hong, Hyuk-Yoon Kwon:
Adaptive Spike Neural Networks for Natural Language Inference Tasks with Dynamic Spike Predictor. CIKM 2025: 4797-4801 - [c12]Jihoon Moon, Ling Liu, Hyuk-Yoon Kwon:
FedSDP: Federated Self-Derived Prototypes for Personalized Federated Learning. ICDE 2025: 2796-2809 - 2024
- [j32]Taehee Kim, Jaeseok Jang, Hyuk-Yoon Kwon:
Correlation-driven multi-level learning for anomaly detection on multiple energy sources. Appl. Soft Comput. 159: 111636 (2024) - [j31]Jaebeom You, Kisung Lee, Hyuk-Yoon Kwon:
DeepScraper: A complete and efficient tweet scraping method using authenticated multiprocessing. Data Knowl. Eng. 149: 102260 (2024) - [j30]Yun-Tae Jin, Jaebeom You, Shoko Wakamiya, Hyuk-Yoon Kwon:
Analyzing user reactions using relevance between location information of tweets and news articles. EPJ Data Sci. 13(1): 44 (2024) - [j29]Jeonghwan Im, Jaekyu Lee, Somin Lee, Hyuk-Yoon Kwon:
Data pipeline for real-time energy consumption data management and prediction. Frontiers Big Data 7 (2024) - [j28]Hangbok Lee, Minjae Cho, Hyuk-Yoon Kwon:
Attention-based speech feature transfer between speakers. Frontiers Artif. Intell. 7 (2024) - [j27]Seung-Kyu Hong, Jaeseok Jang, Hyuk-Yoon Kwon:
Enhancing performance of transformer-based models in natural language understanding through word importance embedding. Knowl. Based Syst. 304: 112404 (2024) - [j26]Won-Ryeol Jeong, Seung-Kyu Hong, Hyuk-Yoon Kwon:
PV2DOC: Converting the presentation video into the summarized document. SoftwareX 28: 101922 (2024) - [j25]Jae-Yeol Kim, Hyuk-Yoon Kwon:
Self-Training of Cyber-Threat Classification Model With Threat-Payload Centric Augmentation. IEEE Trans. Ind. Informatics 20(10): 11740-11750 (2024) - [j24]Jong Seong Park, Jeongha Park, Jihyeok Choi, Hyuk-Yoon Kwon:
Learning With Correlation-Guided Attention for Multienergy Consumption Forecasting. IEEE Trans. Ind. Informatics 20(11): 12736-12746 (2024) - [j23]Jeongha Park, Bo-Young Lim, Kisung Lee, Hyuk-Yoon Kwon:
SaaN 2L-GRL: Two-Level Graph Representation Learning Empowered With Subgraph-as-a-Node. IEEE Trans. Knowl. Data Eng. 36(12): 9205-9219 (2024) - [j22]Dohui Lee, Sohyun Won, Jiwon Kim, Hyuk-Yoon Kwon:
ARGo: augmented reality-based mobile Go stone collision game. Virtual Real. 28(1): 37 (2024) - [c11]Min-Seon Kim, Ling Liu, Hyuk-Yoon Kwon:
SPrint: Self-Paced Continual Learning with Adaptive Curriculum and Memory Replay. IEEE Big Data 2024: 978-987 - [c10]Min-Seon Kim, Ling Liu, Hyuk-Yoon Kwon:
OL4TeX: Adaptive Online Learning for Text Classification under Distribution Shifts. IEEE Big Data 2024: 1340-1345 - [c9]Jaeseok Jang, Hyuk-Yoon Kwon:
Are Multiple Instance Learning Algorithms Learnable for Instances? NeurIPS 2024 - [e5]Herwig Unger, Jinseok Chae, Young-Koo Lee, Christian Wagner, Chaokun Wang, Mehdi Bennis, Mahasak Ketcham, Young-Kyoon Suh, Hyuk-Yoon Kwon:
IEEE International Conference on Big Data and Smart Computing, BigComp 2024, Bangkok, Thailand, February 18-21, 2024. IEEE 2024, ISBN 979-8-3503-7002-7 [contents] - 2023
- [j21]Jaeseok Jang, Hyuk-Yoon Kwon:
Question-Answering Pair Matching Based on Question Classification and Ensemble Sentence Embedding. Comput. Syst. Sci. Eng. 46(3): 3471-3489 (2023) - [j20]Saba Batool, Junaid Rashid, Muhammad Wasif Nisar, Jungeun Kim, Hyuk-Yoon Kwon, Amir Hussain:
Educational data mining to predict students' academic performance: A survey study. Educ. Inf. Technol. 28(1): 905-971 (2023) - [j19]Min-Seon Kim, Bo-Young Lim, Hansub Shin, Hyuk-Yoon Kwon:
Historical credibility for movie reviews and its application to weakly supervised classification. Inf. Sci. 630: 325-340 (2023) - [c8]Jihoon Moon, Hyuk-Yoon Kwon:
Auto-Labeling of Anomalies on Access Logs and Pairwise Comparison-based Validation. BigComp 2023: 351-352 - [c7]Jeongha Park, Kisung Lee, Hyuk-Yoon Kwon:
Two-Level Graph Representation Learning with Community-as-a-Node Graphs. ICDM 2023: 1259-1264 - [e4]Hyeran Byun, Beng Chin Ooi, Katsumi Tanaka, Sang-Won Lee, Zhixu Li, Akiyo Nadamoto, Giltae Song, Young-Guk Ha, Kazutoshi Sumiya, Yuncheng Wu, Hyuk-Yoon Kwon, Takehiro Yamamoto:
IEEE International Conference on Big Data and Smart Computing, BigComp 2023, Jeju, Republic of Korea, February 13-16, 2023. IEEE 2023, ISBN 978-1-6654-7578-5 [contents] - [i4]Taehee Kim, Hyuk-Yoon Kwon:
Correlation-Driven Multi-Level Multimodal Learning for Anomaly Detection on Multiple Energy Sources. CoRR abs/2305.02323 (2023) - 2022
- [j18]Gang-Min Park, Hye-In Hyun, Hyuk-Yoon Kwon:
Multimodal learning model based on video-audio-chat feature fusion for detecting e-sports highlights. Appl. Soft Comput. 126: 109285 (2022) - [j17]Jae-Yeol Kim, Hyuk-Yoon Kwon:
Threat classification model for security information event management focusing on model efficiency. Comput. Secur. 120: 102789 (2022) - [j16]Jeongha Park, Hyuk-Yoon Kwon:
Cyberattack detection model using community detection and text analysis on social media. ICT Express 8(4): 499-506 (2022) - [j15]Hansub Shin, Sungyong Sim, Hyukyoon Kwon, Sangheum Hwang, Younho Lee:
A new smart smudge attack using CNN. Int. J. Inf. Sec. 21(1): 25-36 (2022) - [j14]Min-Seon Kim, Bo-Young Lim, Kisung Lee, Hyuk-Yoon Kwon:
Effective Model Update for Adaptive Classification of Text Streams in a Distributed Learning Environment. Sensors 22(23): 9298 (2022) - [j13]Hansub Shin, Kisung Lee, Hyuk-Yoon Kwon:
A comparative experimental study of distributed storage engines for big spatial data processing using GeoSpark. J. Supercomput. 78(2): 2556-2579 (2022) - [j12]Gangmin Park, Yong Seok Heo, Kisung Lee, Hyuk-Yoon Kwon:
A parallel and accurate method for large-scale image segmentation on a cloud environment. J. Supercomput. 78(3): 4330-4357 (2022) - [c6]Min-Seon Kim, Hyuk-Yoon Kwon:
Distributed Classification Model of Streaming Tweets based on Dynamic Model Update. BigComp 2022: 47-51 - [c5]Jaekyu Lee, Hyuk-Yoon Kwon:
TPC-C Benchmarking for ElasticSearch. BigComp 2022: 171-174 - [e3]Herwig Unger, Young-Kuk Kim, Eenjun Hwang, Sung-Bae Cho, Stephan Pareigis, Kyandoghere Kyamakya, Young-Guk Ha, Jinho Kim, Atsuyuki Morishima, Christian Wagner, Hyuk-Yoon Kwon, Yang-Sae Moon, Carson K. Leung:
IEEE International Conference on Big Data and Smart Computing, BigComp 2022, Daegu, Korea, Republic of, January 17-20, 2022. IEEE 2022, ISBN 978-1-6654-2197-3 [contents] - 2021
- [j11]Tahira Nazir, Marriam Nawaz, Junaid Rashid, Rabbia Mahum, Momina Masood, Awais Mehmood, Farooq Ali, Jungeun Kim, Hyuk-Yoon Kwon, Amir Hussain:
Detection of Diabetic Eye Disease from Retinal Images Using a Deep Learning Based CenterNet Model. Sensors 21(16): 5283 (2021) - [c4]Gang-Min Park, Yong Seok Heo, Hyuk-Yoon Kwon:
Trade-Off Analysis Between Parallelism and Accuracy of SLIC on Apache Spark. BigComp 2021: 5-12 - [c3]Jaebeom You, Jaekyu Lee, Hyuk-Yoon Kwon:
A Complete and Fast Scraping Method for Collecting Tweets. BigComp 2021: 24-27 - [e2]Herwig Unger, Jinho Kim, U Kang, Chakchai So-In, Junping Du, Walid Saad, Young-Guk Ha, Christian Wagner, Julien Bourgeois, Chanboon Sathitwiriyawong, Hyuk-Yoon Kwon, Carson K. Leung:
IEEE International Conference on Big Data and Smart Computing, BigComp 2021, Jeju Island, South Korea, January 17-20, 2021. IEEE 2021, ISBN 978-1-7281-8924-6 [contents] - 2020
- [j10]Jun-Ha Lee, Hyuk-Yoon Kwon:
Redundancy Analysis and Elimination on Access Patterns of the Windows Applications Based on I/O Log Data. IEEE Access 8: 40640-40655 (2020) - [c2]Hansub Shin, Kisung Lee, Hyuk-Yoon Kwon:
Performance Evaluation of Spatial Data Management Systems Using GeoSpark. BigComp 2020: 197-200 - [e1]Wookey Lee, Luonan Chen, Yang-Sae Moon, Julien Bourgeois, Mehdi Bennis, Yu-Feng Li, Young-Guk Ha, Hyuk-Yoon Kwon, Alfredo Cuzzocrea:
2020 IEEE International Conference on Big Data and Smart Computing, BigComp 2020, Busan, Korea (South), February 19-22, 2020. IEEE 2020, ISBN 978-1-7281-6034-4 [contents] - [i3]Hansub Shin, Hyuk-Yoon Kwon:
Weakly Supervised Learning for Judging the Credibility of Movie Reviews. CoRR abs/2010.05025 (2020)
2010 – 2019
- 2019
- [j9]Tae-Seob Yun, Kyu-Young Whang, Hyuk-Yoon Kwon, Jun-Sung Kim, Il-Yeol Song:
Two-dimensional indexing to provide one-integrated-memory view of distributed memory for a massively-parallel search engine. World Wide Web 22(6): 2437-2467 (2019) - [j8]Tae-Seob Yun, Kyu-Young Whang, Hyuk-Yoon Kwon, Jun-Sung Kim, Il-Yeol Song:
Correction to: Two-dimensional indexing to provide one-integrated-memory view of distributed memory for a massively-parallel search engine. World Wide Web 22(6): 2469-2470 (2019) - 2017
- [j7]In-Joong Kim, Kyu-Young Whang, Hyuk-Yoon Kwon:
Maximal object+: An acyclic semantic structure on the universal relation model. Data Knowl. Eng. 111: 39-57 (2017) - 2016
- [j6]Jun-Sung Kim, Kyu-Young Whang, Hyuk-Yoon Kwon, Il-Yeol Song:
PARADISE: Big data analytics using the DBMS tightly integrated with the distributed file system. World Wide Web 19(3): 299-322 (2016) - [j5]Hyuk-Yoon Kwon, Kyu-Young Whang:
Scalable and efficient processing of top-k multiple-type integrated queries. World Wide Web 19(6): 1051-1075 (2016) - 2015
- [j4]Arjumand Younus, Kyu-Young Whang, Hyuk-Yoon Kwon, Yeon-Mi Yeo:
A Full-Coverage Two-Level URL Duplication Checking Method for a High-Speed Parallel Web Crawler. J. Inf. Sci. Eng. 31(3): 839-860 (2015) - [j3]Hyuk-Yoon Kwon, Haixun Wang, Kyu-Young Whang:
G-Index Model: A generic model of index schemes for top-k spatial-keyword queries. World Wide Web 18(4): 969-995 (2015) - 2014
- [j2]In-Joong Kim, Kyu-Young Whang, Hyuk-Yoon Kwon:
SRT-Rank: Ranking Keyword Query Results in Relational Databases Using the Strongly Related Tree. IEICE Trans. Inf. Syst. 97-D(9): 2398-2414 (2014) - [i2]Jun-Sung Kim, Kyu-Young Whang, Hyuk-Yoon Kwon, Il-Yeol Song:
Odysseus/DFS: Integration of DBMS and Distributed File System for Transaction Processing of Big Data. CoRR abs/1406.0435 (2014) - 2013
- [j1]Hyuk-Yoon Kwon, Kyu-Young Whang, Il-Yeol Song, Haixun Wang:
RASIM: a rank-aware separate index method for answering top-k spatial keyword queries. World Wide Web 16(2): 111-139 (2013) - [c1]Kyu-Young Whang, Tae-Seob Yun, Yeon-Mi Yeo, Il-Yeol Song, Hyuk-Yoon Kwon, In-Joong Kim:
ODYS: an approach to building a massively-parallel search engine using a DB-IR tightly-integrated parallel DBMS for higher-level functionality. SIGMOD Conference 2013: 313-324 - 2012
- [i1]Kyu-Young Whang, Tae-Seob Yun, Yeon-Mi Yeo, Il-Yeol Song, Hyuk-Yoon Kwon, In-Joong Kim:
ODYS: A Massively-Parallel Search Engine Using a DB-IR Tightly-Integrated Parallel DBMS. CoRR abs/1208.4270 (2012)
Coauthor Index
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