CV
Education
- M.S. in UNIST(Ulsan National Institute of Science and Technology): 2023.fall~Present CSE
- B.S. in Kyoungbook National University : 2019~2023 Economics, Data Analysis(Double major)
Publications(International)
- Efficient Locality-based Indexing for Cohesive Subgraphs Discovery in Hypergraphs: Song Kim Dahee Kim, Taehoon Han, Junghoon Kim, Hyun Ji Jeong, and Jungeun Kim (2026) EDBT 2026
- From Bicliques to Biflexi Cliques: A New Era of Bipartite Subgraph Discovery: {Taejoon Han, Song Kim}, Woungjae Choo, and Junghoon Kim (2025) CIKM 2025(short)
- Flexi-clique: Exploring Flexible and Sub-linear Clique Structures: Song Kim, Junghoon Kim, Susik Yoon, and Jungeun Kim. (2024) CIKM 2024(short)
- Experimental Analysis and Evaluation of Cohesive Subgraph Discovery: Dahee Kim, Song Kim, Jungseon Kim, Junghoon Kim, Kaiyu Feng, Sungsu Lim, and Jungeun Kim. (2024). Information Science 2024.
Publications(Domestic)
- Single-Candidate Frequent Itemset Testing via QROM-Based Amplitude Estimation: A Practical Quantum Approach for Large-Scale Itemset Databases: Woungjae Choo, Minseok Kim, Deokhyeon Kim, Song Kim, Junghoon Kim (2025) KDBC 2025.
- The Maximum Flexi-Clique Problem: Exact Algorithms and Structural Insights: Song Kim, Hyewon Kim, Junghoon Kim, Susik Yoon, Jungeun Kim (2025) KDBC 2025(WIP)
- (k,o)-core: Cohesive Subgraph Mining in Multi-Order Graphs: {Minseok Kim, Hyewon Kim}, Song Kim, Junghoon Kim 데이터베이스 연구 2025
- Enhancing User Engagement through Network Coreness via Continual Learning: Hyewon Kim, Dahee Kim, Song Kim, Susik Yoon, Junghoon Kim (2024) KDBC 2024
Working Paper(Project)
- Dahee Kim, Hyewon Kim, Song Kim, Minseok Kim, Junghoon Kim, Yeon-Chang Lee, and Sungsu Lim (Uncovering high-order cohesive structures)
- Song Kim, Junghoon Kim, Susik Yoon, Jungeun Kim, (k-clique variations for cohesive subgraph discovery)
- Song Kim, Junghoon Kim, Susik Yoon, (Dynamics cohesive subgraph management)
- Song Kim, Minseok Kim, Woongjae Choo, Deokhyon Kim, Junghoon Kim (minimum subgraph with quantum algorithm)
Teaching Assistance
- AI Novatus(Data analysis): 2025. fall
- Data structure : 2025. fall
- AI Novatus(Introduction to AI): 2025. spring
- Introduction to Algorithm : 2025. spring
- Data Structure(STAR-MOOC) : 2025. winter
- LG PBL - Data analysis : 2024.summer
- Introduction to Data Mining : 2024.spring
- Database System : 2023.fall
Project
- BTS(Analysing event participation data and identifying target users for promotion via graph embedding clustering): 2025.6 ~ 2026.1
- UIRP(Minimum subgraph with minimum degree problem with quantum algorithm): 2025.3 ~
- ITRC(Index-based hypergraph management): 2023.12 ~ 2024.11
Patents
- 멀티 오더 그래프에서 응집 서브그래프 식별을 위한 장치 및 방법
- 데이터 분석을 위해 클리크 구조를 탐색하는 방법 및 장치
- 유저 참여도를 강화하기 위해 네트워크를 트레이닝하는 방법 및 장치
Review
Awards
- KDBC 2024 best paper
- ITRC(UNIST) : “Index-based hypergraph decomposition”
- 3rd prize, Gangwon Fire Department AI competition (2022. Dec)
- 2nd prize from K-digital training(2022. June)
- Academic scholarship (2019~2021. Kyoungbook National University, for 7 semesters)
- Alumni association scholarship (2019~2021. Kyoungbook National University, for 3 years)
- Corporate scholarship(2019. Nonghyup)
