Hyuk-Yoon Kwon

64 papers A* 4A 4B 2Journal 42Unranked 7
YearRankTypeTitle / Venue / Authors
2026 J jnl
CTI-ANN: Self-Training-Based Annotation With Tailored Augmentation for Cyber Threat Intelligence Posts.
IEEE Trans. Ind. Informatics
Beyza Nur Kebeli, Hyuk-Yoon Kwon
2026 A conf
From Data to Model in Bias: A Statistical Analysis of Political Bias in the C4 Corpus and Its Impact on LLMs.
WSDM
Jaebeom You, Jaewon Lee, Sehun Lee, Hyuk-Yoon Kwon
2026 A conf
Geo-Personalization Bias in News Search: Analyzing Filter Bubbles in Search Engine Results with Multi-Perspective LLM Annotation.
WSDM
Jaebeom You, Seung-Kyu Hong, Ling Liu, Kisung Lee, Hyuk-Yoon Kwon
2026 J jnl
Leveraging Soft Prompts for Privacy Attacks in Federated Prompt Tuning.
CoRR
Quan Minh Nguyen, Min-Seon Kim, Hoang M. Ngo, Trong Nghia Hoang, Hyuk-Yoon Kwon, My T. Thai
2026 J jnl
Modular Model Adaptation for Online Learning in Streaming Text Classification.
IEEE Trans. Knowl. Data Eng.
Min-Seon Kim, Ling Liu, Hyuk-Yoon Kwon
2026 J jnl
Self-supervised inference of missing energy sources for enhancing energy consumption forecasting.
Appl. Soft Comput.
Jong Seong Park, Jeongha Park, JiHyeok Choi, Hyuk-Yoon Kwon
2025 A conf
Adaptive Spike Neural Networks for Natural Language Inference Tasks with Dynamic Spike Predictor.
CIKM
Seung-Kyu Hong, Hyuk-Yoon Kwon
2025 J jnl
Affective audio feature-based multimodal learning model for extracting video highlights.
Appl. Soft Comput.
Yujung Hwang, Chanhyeok Kim, Gangmin Park, Hyuk-Yoon Kwon
2025 A conf
FAIR-SE: Framework for Analyzing Information Disparities in Search Engines with Diverse LLM-Generated Personas.
CIKM
Jaebeom You, Seung-Kyu Hong, Ling Liu, Kisung Lee, Hyuk-Yoon Kwon
2025 A* conf
FedSDP: Federated Self-Derived Prototypes for Personalized Federated Learning.
ICDE
Jihoon Moon, Ling Liu, Hyuk-Yoon Kwon
2025 J jnl
Multi-Level Graph Representation Learning Through Predictive Community-based Partitioning.
Proc. ACM Manag. Data
Bo-Young Lim, Jeongha Park, Kisung Lee, Hyuk-Yoon Kwon
2025 J jnl
Orchestration of Edge Controller and Cloud Metric Engine for Managing OPC UA-Based Microgrids.
IEEE Trans. Ind. Informatics
Jeonghwan Im, Changdae Lee, Young Il Lee, Hyuk-Yoon Kwon
2025 A* conf
TAIL-MIL: Time-Aware and Instance-Learnable Multiple Instance Learning for Multivariate Time Series Anomaly Detection.
AAAI
Jaeseok Jang, Hyuk-Yoon Kwon
2024 J jnl
ARGo: augmented reality-based mobile Go stone collision game.
Virtual Real.
Dohui Lee, Sohyun Won, Jiwon Kim, Hyuk-Yoon Kwon
2024 J jnl
Analyzing user reactions using relevance between location information of tweets and news articles.
EPJ Data Sci.
Yun-Tae Jin, Jaebeom You, Shoko Wakamiya, Hyuk-Yoon Kwon
2024 A* conf
Are Multiple Instance Learning Algorithms Learnable for Instances?
NeurIPS
Jaeseok Jang, Hyuk-Yoon Kwon
2024 J jnl
Attention-based speech feature transfer between speakers.
Frontiers Artif. Intell.
Hangbok Lee, Minjae Cho, Hyuk-Yoon Kwon
2024 J jnl
Correlation-driven multi-level learning for anomaly detection on multiple energy sources.
Appl. Soft Comput.
Taehee Kim, Jaeseok Jang, Hyuk-Yoon Kwon
2024 J jnl
Data pipeline for real-time energy consumption data management and prediction.
Frontiers Big Data
Jeonghwan Im, Jaekyu Lee, Somin Lee, Hyuk-Yoon Kwon
2024 J jnl
DeepScraper: A complete and efficient tweet scraping method using authenticated multiprocessing.
Data Knowl. Eng.
Jaebeom You, Kisung Lee, Hyuk-Yoon Kwon
2024 J jnl
Enhancing performance of transformer-based models in natural language understanding through word importance embedding.
Knowl. Based Syst.
Seung-Kyu Hong, Jaeseok Jang, Hyuk-Yoon Kwon
2024 — ed.
IEEE International Conference on Big Data and Smart Computing, BigComp 2024, Bangkok, Thailand, February 18-21, 2024
BigComp
Herwig Unger, Jinseok Chae, Young-Koo Lee, Christian Wagner, Chaokun Wang, Mehdi Bennis, Mahasak Ketcham, Young-Kyoon Suh, Hyuk-Yoon Kwon
2024 J jnl
Learning With Correlation-Guided Attention for Multienergy Consumption Forecasting.
IEEE Trans. Ind. Informatics
Jong Seong Park, Jeongha Park, JiHyeok Choi, Hyuk-Yoon Kwon
2024 B conf
OL4TeX: Adaptive Online Learning for Text Classification under Distribution Shifts.
IEEE Big Data
Min-Seon Kim, Ling Liu, Hyuk-Yoon Kwon
2024 J jnl
PV2DOC: Converting the presentation video into the summarized document.
SoftwareX
Won-Ryeol Jeong, Seung-Kyu Hong, Hyuk-Yoon Kwon
2024 B conf
SPrint: Self-Paced Continual Learning with Adaptive Curriculum and Memory Replay.
IEEE Big Data
Min-Seon Kim, Ling Liu, Hyuk-Yoon Kwon
2024 J jnl
SaaN 2L-GRL: Two-Level Graph Representation Learning Empowered With Subgraph-as-a-Node.
IEEE Trans. Knowl. Data Eng.
Jeongha Park, Bo-Young Lim, Kisung Lee, Hyuk-Yoon Kwon
2024 J jnl
Self-Training of Cyber-Threat Classification Model With Threat-Payload Centric Augmentation.
IEEE Trans. Ind. Informatics
Jae-Yeol Kim, Hyuk-Yoon Kwon
2023 — conf
Auto-Labeling of Anomalies on Access Logs and Pairwise Comparison-based Validation.
BigComp
Jihoon Moon, Hyuk-Yoon Kwon
2023 J jnl
Correlation-Driven Multi-Level Multimodal Learning for Anomaly Detection on Multiple Energy Sources.
CoRR
Taehee Kim, Hyuk-Yoon Kwon
2023 J jnl
Educational data mining to predict students' academic performance: A survey study.
Educ. Inf. Technol.
Saba Batool, Junaid Rashid, Muhammad Wasif Nisar, Jungeun Kim, Hyuk-Yoon Kwon, Amir Hussain
2023 J jnl
Historical credibility for movie reviews and its application to weakly supervised classification.
Inf. Sci.
Min-Seon Kim, Bo-Young Lim, Hansub Shin, Hyuk-Yoon Kwon
2023 — ed.
IEEE International Conference on Big Data and Smart Computing, BigComp 2023, Jeju, Republic of Korea, February 13-16, 2023
BigComp
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
2023 J jnl
Question-Answering Pair Matching Based on Question Classification and Ensemble Sentence Embedding.
Comput. Syst. Sci. Eng.
Jaeseok Jang, Hyuk-Yoon Kwon
2023 A* conf
Two-Level Graph Representation Learning with Community-as-a-Node Graphs.
ICDM
Jeongha Park, Kisung Lee, Hyuk-Yoon Kwon
2022 J jnl
A comparative experimental study of distributed storage engines for big spatial data processing using GeoSpark.
J. Supercomput.
Hansub Shin, Kisung Lee, Hyuk-Yoon Kwon
2022 J jnl
A parallel and accurate method for large-scale image segmentation on a cloud environment.
J. Supercomput.
Gangmin Park, Yong Seok Heo, Kisung Lee, Hyuk-Yoon Kwon
2022 J jnl
Cyberattack detection model using community detection and text analysis on social media.
ICT Express
Jeongha Park, Hyuk-Yoon Kwon
2022 — conf
Distributed Classification Model of Streaming Tweets based on Dynamic Model Update.
BigComp
Min-Seon Kim, Hyuk-Yoon Kwon
2022 J jnl
Effective Model Update for Adaptive Classification of Text Streams in a Distributed Learning Environment.
Sensors
Min-Seon Kim, Bo-Young Lim, Kisung Lee, Hyuk-Yoon Kwon
2022 — ed.
IEEE International Conference on Big Data and Smart Computing, BigComp 2022, Daegu, Korea, Republic of, January 17-20, 2022
BigComp
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
2022 J jnl
Multimodal learning model based on video-audio-chat feature fusion for detecting e-sports highlights.
Appl. Soft Comput.
Gang-Min Park, Hye-In Hyun, Hyuk-Yoon Kwon
2022 — conf
TPC-C Benchmarking for ElasticSearch.
BigComp
Jaekyu Lee, Hyuk-Yoon Kwon
2022 J jnl
Threat classification model for security information event management focusing on model efficiency.
Comput. Secur.
Jae-Yeol Kim, Hyuk-Yoon Kwon
2021 — conf
A Complete and Fast Scraping Method for Collecting Tweets.
BigComp
Jaebeom You, Jaekyu Lee, Hyuk-Yoon Kwon
2021 J jnl
Detection of Diabetic Eye Disease from Retinal Images Using a Deep Learning Based CenterNet Model.
Sensors
Tahira Nazir, Marriam Nawaz, Junaid Rashid, Rabbia Mahum, Momina Masood, Awais Mehmood, Farooq Ali, Jungeun Kim, Hyuk-Yoon Kwon, Amir Hussain
2021 — ed.
IEEE International Conference on Big Data and Smart Computing, BigComp 2021, Jeju Island, South Korea, January 17-20, 2021
BigComp
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
2021 — conf
Trade-Off Analysis Between Parallelism and Accuracy of SLIC on Apache Spark.
BigComp
Gang-Min Park, Yong Seok Heo, Hyuk-Yoon Kwon
2020 — ed.
2020 IEEE International Conference on Big Data and Smart Computing, BigComp 2020, Busan, Korea (South), February 19-22, 2020
BigComp
Wookey Lee, Luonan Chen, Yang-Sae Moon, Julien Bourgeois, Mehdi Bennis, Yu-Feng Li, Young-Guk Ha, Hyuk-Yoon Kwon, Alfredo Cuzzocrea
2020 — conf
Performance Evaluation of Spatial Data Management Systems Using GeoSpark.
BigComp
Hansub Shin, Kisung Lee, Hyuk-Yoon Kwon
2020 J jnl
Redundancy Analysis and Elimination on Access Patterns of the Windows Applications Based on I/O Log Data.
IEEE Access
Jun-Ha Lee, Hyuk-Yoon Kwon
2020 J jnl
Weakly Supervised Learning for Judging the Credibility of Movie Reviews.
CoRR
Hansub Shin, Hyuk-Yoon Kwon
2019 J jnl
Correction to: Two-dimensional indexing to provide one-integrated-memory view of distributed memory for a massively-parallel search engine.
World Wide Web
Tae-Seob Yun, Kyu-Young Whang, Hyuk-Yoon Kwon, Jun-Sung Kim, Il-Yeol Song
2019 J jnl
Two-dimensional indexing to provide one-integrated-memory view of distributed memory for a massively-parallel search engine.
World Wide Web
Tae-Seob Yun, Kyu-Young Whang, Hyuk-Yoon Kwon, Jun-Sung Kim, Il-Yeol Song
2017 J jnl
Maximal object+: An acyclic semantic structure on the universal relation model.
Data Knowl. Eng.
In-Joong Kim, Kyu-Young Whang, Hyuk-Yoon Kwon
2016 J jnl
PARADISE: Big data analytics using the DBMS tightly integrated with the distributed file system.
World Wide Web
Jun-Sung Kim, Kyu-Young Whang, Hyuk-Yoon Kwon, Il-Yeol Song
2016 J jnl
Scalable and efficient processing of top-k multiple-type integrated queries.
World Wide Web
Hyuk-Yoon Kwon, Kyu-Young Whang
2015 J jnl
A Full-Coverage Two-Level URL Duplication Checking Method for a High-Speed Parallel Web Crawler.
J. Inf. Sci. Eng.
Arjumand Younus, Kyu-Young Whang, Hyuk-Yoon Kwon, Yeon-Mi Yeo
2015 J jnl
G-Index Model: A generic model of index schemes for top-k spatial-keyword queries.
World Wide Web
Hyuk-Yoon Kwon, Haixun Wang, Kyu-Young Whang
2014 J jnl
Odysseus/DFS: Integration of DBMS and Distributed File System for Transaction Processing of Big Data.
CoRR
Jun-Sung Kim, Kyu-Young Whang, Hyuk-Yoon Kwon, Il-Yeol Song
2014 J jnl
SRT-Rank: Ranking Keyword Query Results in Relational Databases Using the Strongly Related Tree.
IEICE Trans. Inf. Syst.
In-Joong Kim, Kyu-Young Whang, Hyuk-Yoon Kwon
2013 — conf
ODYS: an approach to building a massively-parallel search engine using a DB-IR tightly-integrated parallel DBMS for higher-level functionality.
SIGMOD Conference
Kyu-Young Whang, Tae-Seob Yun, Yeon-Mi Yeo, Il-Yeol Song, Hyuk-Yoon Kwon, In-Joong Kim
2013 J jnl
RASIM: a rank-aware separate index method for answering top-k spatial keyword queries.
World Wide Web
Hyuk-Yoon Kwon, Kyu-Young Whang, Il-Yeol Song, Haixun Wang
2012 J jnl
ODYS: A Massively-Parallel Search Engine Using a DB-IR Tightly-Integrated Parallel DBMS
CoRR
Kyu-Young Whang, Tae-Seob Yun, Yeon-Mi Yeo, Il-Yeol Song, Hyuk-Yoon Kwon, In-Joong Kim