Alumni

Ph.D. Alumni

김재열

Affiliation: 경운대학교 부교수
Ph.D. Dissertation (2024.2)
- A Study on the Self-Training Method Based on Payload Augmentation of SIEM-Centered Cyber Threat Classification Model (우수논문상)
Publications
- Self-training in cyber-threat classification (IEEE Transactions on Industrial Informatics, 2024)
- ML-based threat classification (Computers&Security, 2023)
Experiences
- Ph.D., Dept. of Public Policy and Information Technology, SeoulTech, 2020.3~2024.2

M.S. Alumni

김민선 (Minseon Kim)

Affiliation: NC State University
Research area
- Continual learning / Adaptive learning
- Streaming data processing framework
Publications
- Self-paced continual learning (BIGDATA, 2024)
- Text streaming adaptive learning (BIGDATA, 2024)
- Historical credibility in movie review (Information Sciences, 2023)
- Distributed text classification (Sensors, 2023)
Experiences
- Researcher, Big Data Management and Application Lab., SeoulTech, 2025.3 ~ 2025.4
- M.S., Dept. of Data Science, SeoulTech, 2023.9 ~ 2025.2
- B.S. Intern, Big Data Management and Application Lab., SeoulTech, 2020.7 ~ 2023.8

장재석

Affiliation: 휴런
Research area
- Multiple instance learning
- Natural language processing
Publications
- Multiple instance learning (NeurIPS2024)
- Multiple instance learning for time-series data (AAAI2025)
- Voice error detection with multimodal learning (2022 AI 데이터 품질 개선 오픈랩 프로그램 우수상)
- Tension prediction based on MIL (제2회 ETRI 휴먼이해 인공지능 논문경진대회 장려상, 2023)
Experiences
- M.S., Dept. of Data Science, SeoulTech, 2023.3 ~ 2025.2
- B.S. Intern, Big Data Management and Application Lab., SeoulTech, 2021.9 ~ 2023.2

박정하 (Jungha Park)

Affiliation: GraphAI (2024.9~)
M.S. Thesis (2023.8)
- Two-Level Graph Representation Learning with Community-Aware Semantic Partitioning (우수논문상)
Publications
Experiences
- Researcher, Big Data Management and Application Lab., SeoulTech, 2023.9 ~ 2024.8
- M.S. (학석사연계), Dept. of Data Science, SeoulTech, 2021.3 ~ 2023.8
- B.S. Intern, Big Data Management and Application Lab., SeoulTech, 2020.7 ~ 2021.2

정원렬

Affiliation: 브레인벤쳐스 (2024.8~)
M.S. Thesis (2024.8)
- Attention-Aware Clustering for Memory Construction in Multi-Modal Continual Learning
Experiences
- M.S., Dept. of Data Science, SeoulTech, 2022.9 ~ 2024.8
- B.S. Intern, Big Data Management and Application Lab., SeoulTech, 2022.4 ~ 2022.8

이재규 (JaeKyu Lee)

Affiliation: 데이원컴퍼니 개발팀장
M.S. Thesis (2022.8)
- Adapting TPC-C Benchmark for Distributed Transactions in Elasticsearch
Experiences
- M.S. (학석사연계), Dept. of Data Science, SeoulTech, 2021.9 ~ Present
- B.S. Researcher, Big Data Management and Application Lab., SeoulTech, 2019.5 ~ 2021.8

박종성 (Jong-Seong Park)

Affiliation: 원프레딕트 (2023.8~)
Research area
- Energy usage forecasting
M.S. Thesis (2022.8)
- Correlation-based Multi-Level Multimodal Learning for Anomaly Detection on Multiple Energy Sources
Publications
- Multimodal learning in energy consumption forecasting (IEEE Transactions on Industrial Informatics, 2024)
Experiences
- M.S., Dept. of Data Science, SeoulTech, 2021.9 ~ 2023.8
- Hanwha Solutions, 2019.7 ~ 2021.6
- LG Chem, 2018.1 ~ 2019.6
- M.S., Dept. of Chemical engineering, Hanyang Univ., 2016 - 2017

김태희 (Taehee Kim)

Affiliation: 한화 시스템 (2023.5~)
M.S. Thesis (2022.8)
- Correlation-based Multi-Level Multimodal Learning for Anomaly Detection on Multiple Energy Sources
Publications
- Anomaly detection on various types of energy data (Applied Soft Computing, 2024)
Experiences
- Researcher, Big Data Management and Application Lab., SeoulTech, 2022.9 ~ 2023.4
- M.S., Dept. of Data Science, SeoulTech, 2019.9 ~ 2022.8

신한섭 (Hansub Shin)

Affiliation: Naver Webtoon (2021.7 ~)
M.S. Thesis (2021.8)
- A Benchmark for Distributed Storage Engines in Big Spatial Data Processing based on Apache Sedona (우수논문상)
Publications in Lab (2018.5 ~ 2021.7)
- Benchmarking for big geospatial data management (Journal of Supercomputing, 2022)
- CNN-based smudge attack (Journal of Information Security, 2022)
- Word embedding model for Tweet classification (Electronics, 2020
Experiences
- M.S. (학석사연계), Dept. of Data Science, SeoulTech, 2019.3 ~ 2021.8
- 연구인턴, 네이버 웹툰, 2020.12 ~ 2021.3
- B.S. Intern, Big Data Management and Application Lab., SeoulTech, 2018.5 ~ 2020.2
- Intern, 휴먼스케이프, 2018.6 ~ 2018.8

배현정 (Hyunjung Bae)

Affiliation: 비츠로 기획실 팀장 (2021.8~)
M.S. Thesis (2021.8)
- AI-based Electric Load Forecasting through the Combination of Data Clustering and Dimensionality Reduction
Publications in Lab (2019.3 ~ 2021.2)
- Electric Load Forecasting

B.S. Alumni

서동석

Affiliation: 포항공대 데이터사이언스 학과
Research area
- Graph Neural Network
- Recommendation System
Experience
- B.S. Intern, Big Data Management and Application Lab., SeoulTech, 2023.6 ~ 2025.2

진윤태

Affiliation: 서울로보틱스 (2024.8~)
Publications
- SNS location prediction (EPJ Data Science, 2024)
Experiences
- B.S. Intern, Big Data Management and Application Lab., SeoulTech, 2021.9 ~ 2024.8

문수빈

Affiliation: 현대자동차 (2023.7~)
Research area
- Time-series Analysis
- Federated Learning
Experiences
- B.S. Intern, Big Data Management and Application Lab., SeoulTech, 2021.1 ~ 2023.2
- SKT, Summer Intern, 2021.8 ~ 2021.8
- Sugarhill, Intern, 2020.08 ~ 2020.12

임채윤

Affiliation: NAVER
Publications in Lab
- Deepfake (Scientific Reports, 2023)
Experiences
- Researcher, Big Data Management and Application Lab., SeoulTech, 2022.2 ~ 2022.8
- B.S. Intern, Big Data Management and Application Lab., SeoulTech, 2021.2 ~ 2022.2

정석현 (SeokHyen Chung)

Affiliation: 현대자동차 CDO부서 데이터 엔지니어
Research area
- Personal access log analysis
- Anomaly detection
Experiences
- Researcher, Big Data Management and Application Lab., SeoulTech, 2020.9 ~ 2022.6
- Intern, 올룰로, 2018.6 ~ 2018.8

이소민 (Somin Lee)

Affilation: KT
Publications
- Water quality information management and prediction
Experiences
- B.S. Intern, Big Data Management and Application Lab., SeoulTech, 2020.8 ~ 2022.2

이승준 (SeungJun Lee)

Affiliation: Naver (2021.7 ~)
Publications in Lab (2019.7 ~ 2021.7)
- Denoising of speech data (Applied Sciences, 2020)
- 효율적인 잡음제거를 전처리 기술 (국내특허 등록)
Experiences
- Researcher, Big Data Management and Application Lab., SeoulTech, 2021.3 ~2021.7
- B.S. Intern, Big Data Management and Application Lab., SeoulTech, 2019.7 ~ 2021.2
- Intern, DOPDA, 2019.6 - 2019.8

이준하 (Junha Lee)

Affiliation: Naver (2021.6 ~)
Publications in Lab (2018.5 ~ 2021.6)
- Spark-based large-scale data analysis (Plos One, 2022)
- Pattern analysis on log data (IEEE Access, 2020)
Experiences
- Researcher, Big Data Management and Application Lab., SeoulTech, 2020.3 ~ 2021.6
- B.S. Research Intern, Big Data Management and Application Lab., SeoulTech, 2018.5 ~ 2020.2
- Intern, 휴먼스케이프, 2018.6 ~ 2018.8

현혜인 (HyeIn Hyun)

Affiliation: 삼성 Research
Publications in Lab (2018.5~2021.2)
- Highlight detection with multimodal learning (Applied Soft Computing, 2022)
- Data processing and management of Tweet (데이터베이스연구, 2019)
Experiences
- Intern, 코박, 2018.6 - 2018.8
- 교환학생, Xi’an International University (XAIU), 2019.3 ~ 2019.6
- 교환학생, 대만국립과학기술대학교, 2019.9 ~ 2019.12

원소현 (SoHyun Won)

Affiliation: 현대모비스
Publications in Lab (2019.3~2021.2)
- Text similarity analysis (데이터베이스연구, 2020)
Experiences
- Intern, 소만사, 2018.6 - 2018.8
- 교환학생, Medaille College, USA, 2018.8 - 2018.12
- Summer School, 메트로폴리아 대학교, 핀란드, 2019.8

김지해 (JiHae Kim)

Affiliation: SK Broadband
Publications in Lab (2018.5 ~ 2019.12)
- Data processing and management of Tweet (데이터베이스연구, 2019)
Experiences
- Intern, 올룰로, 2018.6 - 2018.8
- Intern, SK Broadband, 2019.7-2019.8

이도희

Affiliation: 플레이위드어스 (2023.1~)
Publications in Lab (2021.3 ~ 2022.12)
- Augmented Reality-based Mobile Game (Virtual Reality Journal, 2024)
Experiences
- B.S. Intern, Big Data Management and Application Lab., SeoulTech, 2021.3 ~ 2022.12

김소영 (Soyoung Kim)

Affiliation: CrateDB (in Germany)
Publications in Lab (2018.6 ~ 2019.12)
- Geo data processing and management (데이터베이스연구, 2019)
Experiences
- Intern, CrateDB, Germany, 2019.6 ~ 2019.8
- Intern, 휴먼스케이프, 2018.6 ~ 2018.8
- 교환학생, Hamburg University of Applied Sciences, 2017.3 ~ 2018.2

Google Sites

Report abuse