2012-2015, Hyundai Senior High School
- Artificial Intelligence
Graph Convolutional Network
Diffusion equation on Graph
Graph-based Collaborative Filtering
Sequential Recommender Systems
- Software Engineering
Software Defect Prediction
Automotive Software Cross-Project Defect Prediction
Cross-Version Defect Prediction
Software Defect Regression
Bayesian Optimization Framework for Cross-Version Defect Prediction with Selective Transfer Learning
Domain Adaptation / Transfer Learning for Cross-Project/Version Defect Prediction
Self-supervised Learning for Software Defect Prediction
Software Issue Report
Configuration Bug Report Prediction
Duplicate Bug Report Prediction
- I learned systematic research methods from him.
- Even after I left his lab, I continue to be guided by his research on Software Defect Prediction (SDP) and Bug Report Prediction among software engineering research.
- He talked to me about invaluable stories such as the research life, philosophy, and so on.
- He has a distinctive research method with a balance between engineering and philosophy. I learned from him how to explore "why this research is needed".
Feb 2021, Best Paper Awards, the 23rd Korea Conference on Software Engineering (KCSE 2021)
Jun 2019, Best Paper Awards, Korean Institute of Information Technology
2018, The National Scholarship for Science and Engineering, KOSAF(Korea Student Aid Foundation)
This scholarship supports undergraduates with strong academic performance in science and engineering, with the purpose of developing future leaders in those fields.
Nov 2021, Graph-based Collaborative Filtering and Neural ODEs, 한국인공지능학회(KAIA) | LG AI Research, (This talk is part of a tutorial called "Deep Learning Inspired by Differential Equation". ) [Slides]
External reviewer in ICDM 2021