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Ph.D. 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
Experiences
Ph.D., Dept. of Public Policy and Information Technology, SeoulTech, 2020.3~2024.2
M.S. Alumni
M.S. Alumni
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
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
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)
B.S. Alumni
B.S. Alumni
진윤태
Affiliation: 서울로보틱스 (2024.8~)
Publications
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
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
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)
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
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